Data analytics for social microblogging platforms

Section 1: Introduction of Intelligent Information Filtering and Organisation Systems for Social Microblogging Sites 1. Introduction to Microblogging Sites 2. Data structures and data storage 3. Data Collection using Twitter API Section 2: Microblogging dataset Applications and Implications 4. Brief overview of existing algorithms and Applications Attribute Selection Methods -- Filter Method, Wrapper Method, Other attribute selection algorithms 5. Spam detection -- Spam detection in OSM -- Attribute selection for spam detection 6. Summarization -- Automatic Document Summarization, Summarization of microblogs, Comparing algorithms for microblog summarization, Summarization Validation 7. Cluster Analysis, Clustering Algorithms, Partition based Clustering, Hierarchical Clustering, Density-based Clustering, Graph clustering algorithms, Cluster Validation Indices, Clustering in Online Social Microblogging Sites Section 3: Attribute Selection to Improve Spam Classification 8. Introduction of Attribute Selection to Improve Spam Classification 9. Attribute Selection Based in Basics of Rough Set Theory and Attribute selection algorithm. 10. Experimental Dataset Description 11. Evaluating performance and Evaluation measures 12. Fake news, scams, recruiting by terrorist or criminal organizations Section 4: Microblog Summarization 13. Introduction of Microblog Summarization 14. Base summarization algorithms 15. Unsupervised ensemble summarization approach 16. Supervised ensemble summarisation approach 17. Experiments and results and Performance analysis 18. Demonstrating summarization examples Section 5: Microblog Clustering 19. Introduction of Microblog Clustering Experimental Dataset -- will be posted on Mendeley and link included at end of Chapter 19 20. Graph Based Clustering Technique 21. Genetic Algorithm based Clustering 22. Clustering based on Feature Selection 23. Clustering Microblogs using Dimensionality Reduction 24. Evaluating performance and result Analysis Section 6: Conclusion and Future Directions on Social Microblogging Sites Ausführliche Beschreibung

Gespeichert in:

Autor*in:	Dutta, Soumi - 1986- [verfasserIn] Das, Asit Kumar [verfasserIn] Ghosh, Saptarshi [verfasserIn] Samanta, Debabrata - 1987- [verfasserIn]

Format:	E-Book
Sprache:	Englisch

Erschienen:	Amsterdam: Academic Press ; 2022

Schlagwörter:	Microblogs, Data processing

Umfang:	1 Online-Ressource (1 online resource)

Reihe:	Hybrid computational intelligence for pattern analysis and understanding

Links:	Link aufrufen Link aufrufen
ISBN:	978-0-323-97230-7 0-323-97230-6

Katalog-ID:	1839111615

Internformat


LEADER	01000cam a22002652 4500
001	1839111615
003	DE-627
005	20240212115946.0
007	cr uuu---uuuuu
008	230314s2022 ne \|\|\|\|\|o 00\| \|\|eng c
020			\|a 9780323972307 \|c e-book \|9 978-0-323-97230-7
020			\|a 0323972306 \|9 0-323-97230-6
035			\|a (DE-627)1839111615
035			\|a (DE-599)KEP089719875
035			\|a (ELSEVIER)on1352014706
035			\|a (EBP)089719875
040			\|a DE-627 \|b eng \|c DE-627 \|e rda
041			\|a eng
044			\|c XA-NL
050		0	\|a TK5105.8884
082	0		\|a 006.752
100	1		\|a Dutta, Soumi \|d 1986- \|e verfasserin \|4 aut
245	1	0	\|a Data analytics for social microblogging platforms \|c Soumi Dutta, Asit Kumar Das, Saptarshi Ghosh, Debabrata Samanta
264		1	\|a Amsterdam \|b Academic Press \|c 2022
300			\|a 1 Online-Ressource (1 online resource)
336			\|a Text \|b txt \|2 rdacontent
337			\|a Computermedien \|b c \|2 rdamedia
338			\|a Online-Ressource \|b cr \|2 rdacarrier
490	0		\|a Hybrid computational intelligence for pattern analysis and understanding
520			\|a <B>Section 1: Introduction of Intelligent Information Filtering and Organisation Systems for Social Microblogging Sites</b><br>1. Introduction to Microblogging Sites<br>2. Data structures and data storage<br>3. Data Collection using Twitter API<br><br><b>Section 2: Microblogging dataset Applications and Implications</b><br>4. Brief overview of existing algorithms and Applications<br>Attribute Selection Methods -- Filter Method, Wrapper Method, Other attribute selection algorithms<br>5. Spam detection -- Spam detection in OSM -- Attribute selection for spam detection<br>6. Summarization -- Automatic Document Summarization, Summarization of microblogs, Comparing algorithms for microblog summarization, Summarization Validation<br>7. Cluster Analysis, Clustering Algorithms, Partition based Clustering, Hierarchical Clustering, Density-based Clustering, Graph clustering algorithms, Cluster Validation Indices, Clustering in Online Social Microblogging Sites<br><br><b>Section 3: Attribute Selection to Improve Spam Classification</b><br>8. Introduction of Attribute Selection to Improve Spam Classification<br>9. Attribute Selection Based in Basics of Rough Set Theory and Attribute selection algorithm.<br>10. Experimental Dataset Description<br>11. Evaluating performance and Evaluation measures<br>12. Fake news, scams, recruiting by terrorist or criminal organizations<br><br><b>Section 4: Microblog Summarization</b><br>13. Introduction of Microblog Summarization<br>14. Base summarization algorithms<br>15. Unsupervised ensemble summarization approach<br>16. Supervised ensemble summarisation approach<br>17. Experiments and results and Performance analysis<br>18. Demonstrating summarization examples<br><br><b>Section 5: Microblog Clustering</b><br>19. Introduction of Microblog Clustering<br>Experimental Dataset -- will be posted on Mendeley and link included at end of Chapter 19<br>20. Graph Based Clustering Technique<br>21. Genetic Algorithm based Clustering<br>22. Clustering based on Feature Selection<br>23. Clustering Microblogs using Dimensionality Reduction<br>24. Evaluating performance and result Analysis<br><br><b>Section 6: Conclusion and Future Directions on Social Microblogging Sites</b>
650		0	\|a Microblogs \|x Data processing
700	1		\|a Das, Asit Kumar \|e verfasserin \|4 aut
700	1		\|a Ghosh, Saptarshi \|e verfasserin \|4 aut
700	1		\|a Samanta, Debabrata \|d 1987- \|e verfasserin \|4 aut
776	1		\|z 9780323972307 \|c e-book
776	1		\|z 0323972306 \|c e-book
776	1		\|z 9780323917858 \|c (pbk.)
776	1		\|z 9780323972307 \|c ePub ebook
776	1		\|z 9780323917858
776	0	8	\|i Erscheint auch als \|n Druck-Ausgabe \|z 9780323917858
856	4	0	\|u https://www.sciencedirect.com/science/book/9780323917858 \|m X:ELSEVIER \|x Verlag \|z lizenzpflichtig
912			\|a GBV-33-Freedom \|b 2023
912			\|a ZDB-33-ESD
912			\|a ZDB-33-ECMC \|b 2023
912			\|a BSZ-33-ESD-L1FH
912			\|a GBV_ILN_23
912			\|a ISIL_DE-830
912			\|a SYSFLAG_1
912			\|a GBV_KXP
912			\|a GBV_ILN_105
912			\|a ISIL_DE-841
912			\|a GBV_ILN_370
912			\|a ISIL_DE-1373
912			\|a GBV_ILN_2057
912			\|a ISIL_DE-L189
951			\|a BO
953			\|2 045F \|a 006.752
980			\|2 23 \|1 01 \|x 0830 \|b 4297267039 \|h olr-else2 \|u i \|y z \|z 25-03-23
980			\|2 105 \|1 01 \|x 0841 \|b 4497134288 \|h OLR-ELV-TEST \|k Vervielfältigungen (z.B. Kopien, Downloads) sind nur von einzelnen Kapiteln oder Seiten und nur zum eigenen wissenschaftlichen Gebrauch erlaubt. Die Weitergabe an Dritte sowie systematisches Downloaden sind untersagt. \|k Testzugang ZHB Lübeck \|y z \|z 07-03-24
980			\|2 370 \|1 01 \|x 4370 \|b 4540274325 \|h EBS Elsevier \|k Vervielfältigungen (z.B. Kopien, Downloads) sind nur von einzelnen Kapiteln oder Seiten und nur zum eigenen wissenschaftlichen Gebrauch erlaubt. Keine Weitergabe an Dritte. Kein systematisches Downloaden durch Robots. \|u i \|y z \|z 20-06-24
980			\|2 2057 \|1 01 \|x DE-L189 \|b 4467490302 \|c 00 \|f --%%-- \|d --%%-- \|e --%%-- \|j n \|k Campuslizenz \|y l01 \|z 24-01-24
981			\|2 23 \|1 01 \|x 0830 \|r https://www.sciencedirect.com/science/book/9780323917858
981			\|2 105 \|1 01 \|x 0841 \|r https://www.sciencedirect.com/science/book/9780323917858
981			\|2 370 \|1 01 \|x 4370 \|y E-Book: Zugriff im HCU-Netz. Zugriff von außerhalb nur für HCU-Angehörige möglich \|r https://www.sciencedirect.com/science/book/9780323917858
981			\|2 2057 \|1 01 \|x DE-L189 \|y HTWK-Zugang \|r https://www.sciencedirect.com/science/book/9780323917858
995			\|2 23 \|1 01 \|x 0830 \|a olr-else2
995			\|2 105 \|1 01 \|x 0841 \|a OLR-ELV-TEST
995			\|2 370 \|1 01 \|x 4370 \|a EBS Elsevier

Indexfelder

author_variant	s d sd a k d ak akd s g sg d s ds
matchkey_str	book:9780323972307:2022----
oclc_num	(ELSEVIER)1352014706
hierarchy_sort_str	2022
callnumber-subject-code	TK
publishDate	2022
allfields	9780323972307 e-book 978-0-323-97230-7 0323972306 0-323-97230-6 (DE-627)1839111615 (DE-599)KEP089719875 (ELSEVIER)on1352014706 (EBP)089719875 DE-627 eng DE-627 rda eng XA-NL TK5105.8884 006.752 Dutta, Soumi 1986- verfasserin aut Data analytics for social microblogging platforms Soumi Dutta, Asit Kumar Das, Saptarshi Ghosh, Debabrata Samanta Amsterdam Academic Press 2022 1 Online-Ressource (1 online resource) Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Hybrid computational intelligence for pattern analysis and understanding <B>Section 1: Introduction of Intelligent Information Filtering and Organisation Systems for Social Microblogging Sites</b><br>1. Introduction to Microblogging Sites<br>2. Data structures and data storage<br>3. Data Collection using Twitter API<br><br><b>Section 2: Microblogging dataset Applications and Implications</b><br>4. Brief overview of existing algorithms and Applications<br>Attribute Selection Methods -- Filter Method, Wrapper Method, Other attribute selection algorithms<br>5. Spam detection -- Spam detection in OSM -- Attribute selection for spam detection<br>6. Summarization -- Automatic Document Summarization, Summarization of microblogs, Comparing algorithms for microblog summarization, Summarization Validation<br>7. Cluster Analysis, Clustering Algorithms, Partition based Clustering, Hierarchical Clustering, Density-based Clustering, Graph clustering algorithms, Cluster Validation Indices, Clustering in Online Social Microblogging Sites<br><br><b>Section 3: Attribute Selection to Improve Spam Classification</b><br>8. Introduction of Attribute Selection to Improve Spam Classification<br>9. Attribute Selection Based in Basics of Rough Set Theory and Attribute selection algorithm.<br>10. Experimental Dataset Description<br>11. Evaluating performance and Evaluation measures<br>12. Fake news, scams, recruiting by terrorist or criminal organizations<br><br><b>Section 4: Microblog Summarization</b><br>13. Introduction of Microblog Summarization<br>14. Base summarization algorithms<br>15. Unsupervised ensemble summarization approach<br>16. Supervised ensemble summarisation approach<br>17. Experiments and results and Performance analysis<br>18. Demonstrating summarization examples<br><br><b>Section 5: Microblog Clustering</b><br>19. Introduction of Microblog Clustering<br>Experimental Dataset -- will be posted on Mendeley and link included at end of Chapter 19<br>20. Graph Based Clustering Technique<br>21. Genetic Algorithm based Clustering<br>22. Clustering based on Feature Selection<br>23. Clustering Microblogs using Dimensionality Reduction<br>24. Evaluating performance and result Analysis<br><br><b>Section 6: Conclusion and Future Directions on Social Microblogging Sites</b> Microblogs Data processing Das, Asit Kumar verfasserin aut Ghosh, Saptarshi verfasserin aut Samanta, Debabrata 1987- verfasserin aut 9780323972307 e-book 0323972306 e-book 9780323917858 (pbk.) 9780323972307 ePub ebook 9780323917858 Erscheint auch als Druck-Ausgabe 9780323917858 https://www.sciencedirect.com/science/book/9780323917858 X:ELSEVIER Verlag lizenzpflichtig GBV-33-Freedom 2023 ZDB-33-ESD ZDB-33-ECMC 2023 BSZ-33-ESD-L1FH GBV_ILN_23 ISIL_DE-830 SYSFLAG_1 GBV_KXP GBV_ILN_105 ISIL_DE-841 GBV_ILN_370 ISIL_DE-1373 GBV_ILN_2057 ISIL_DE-L189 BO 045F 006.752 23 01 0830 4297267039 olr-else2 i z 25-03-23 105 01 0841 4497134288 OLR-ELV-TEST Vervielfältigungen (z.B. Kopien, Downloads) sind nur von einzelnen Kapiteln oder Seiten und nur zum eigenen wissenschaftlichen Gebrauch erlaubt. Die Weitergabe an Dritte sowie systematisches Downloaden sind untersagt. Testzugang ZHB Lübeck z 07-03-24 370 01 4370 4540274325 EBS Elsevier Vervielfältigungen (z.B. Kopien, Downloads) sind nur von einzelnen Kapiteln oder Seiten und nur zum eigenen wissenschaftlichen Gebrauch erlaubt. Keine Weitergabe an Dritte. Kein systematisches Downloaden durch Robots. i z 20-06-24 2057 01 DE-L189 4467490302 00 --%%-- --%%-- --%%-- n Campuslizenz l01 24-01-24 23 01 0830 https://www.sciencedirect.com/science/book/9780323917858 105 01 0841 https://www.sciencedirect.com/science/book/9780323917858 370 01 4370 E-Book: Zugriff im HCU-Netz. Zugriff von außerhalb nur für HCU-Angehörige möglich https://www.sciencedirect.com/science/book/9780323917858 2057 01 DE-L189 HTWK-Zugang https://www.sciencedirect.com/science/book/9780323917858 23 01 0830 olr-else2 105 01 0841 OLR-ELV-TEST 370 01 4370 EBS Elsevier
spelling	9780323972307 e-book 978-0-323-97230-7 0323972306 0-323-97230-6 (DE-627)1839111615 (DE-599)KEP089719875 (ELSEVIER)on1352014706 (EBP)089719875 DE-627 eng DE-627 rda eng XA-NL TK5105.8884 006.752 Dutta, Soumi 1986- verfasserin aut Data analytics for social microblogging platforms Soumi Dutta, Asit Kumar Das, Saptarshi Ghosh, Debabrata Samanta Amsterdam Academic Press 2022 1 Online-Ressource (1 online resource) Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Hybrid computational intelligence for pattern analysis and understanding <B>Section 1: Introduction of Intelligent Information Filtering and Organisation Systems for Social Microblogging Sites</b><br>1. Introduction to Microblogging Sites<br>2. Data structures and data storage<br>3. Data Collection using Twitter API<br><br><b>Section 2: Microblogging dataset Applications and Implications</b><br>4. Brief overview of existing algorithms and Applications<br>Attribute Selection Methods -- Filter Method, Wrapper Method, Other attribute selection algorithms<br>5. Spam detection -- Spam detection in OSM -- Attribute selection for spam detection<br>6. Summarization -- Automatic Document Summarization, Summarization of microblogs, Comparing algorithms for microblog summarization, Summarization Validation<br>7. Cluster Analysis, Clustering Algorithms, Partition based Clustering, Hierarchical Clustering, Density-based Clustering, Graph clustering algorithms, Cluster Validation Indices, Clustering in Online Social Microblogging Sites<br><br><b>Section 3: Attribute Selection to Improve Spam Classification</b><br>8. Introduction of Attribute Selection to Improve Spam Classification<br>9. Attribute Selection Based in Basics of Rough Set Theory and Attribute selection algorithm.<br>10. Experimental Dataset Description<br>11. Evaluating performance and Evaluation measures<br>12. Fake news, scams, recruiting by terrorist or criminal organizations<br><br><b>Section 4: Microblog Summarization</b><br>13. Introduction of Microblog Summarization<br>14. Base summarization algorithms<br>15. Unsupervised ensemble summarization approach<br>16. Supervised ensemble summarisation approach<br>17. Experiments and results and Performance analysis<br>18. Demonstrating summarization examples<br><br><b>Section 5: Microblog Clustering</b><br>19. Introduction of Microblog Clustering<br>Experimental Dataset -- will be posted on Mendeley and link included at end of Chapter 19<br>20. Graph Based Clustering Technique<br>21. Genetic Algorithm based Clustering<br>22. Clustering based on Feature Selection<br>23. Clustering Microblogs using Dimensionality Reduction<br>24. Evaluating performance and result Analysis<br><br><b>Section 6: Conclusion and Future Directions on Social Microblogging Sites</b> Microblogs Data processing Das, Asit Kumar verfasserin aut Ghosh, Saptarshi verfasserin aut Samanta, Debabrata 1987- verfasserin aut 9780323972307 e-book 0323972306 e-book 9780323917858 (pbk.) 9780323972307 ePub ebook 9780323917858 Erscheint auch als Druck-Ausgabe 9780323917858 https://www.sciencedirect.com/science/book/9780323917858 X:ELSEVIER Verlag lizenzpflichtig GBV-33-Freedom 2023 ZDB-33-ESD ZDB-33-ECMC 2023 BSZ-33-ESD-L1FH GBV_ILN_23 ISIL_DE-830 SYSFLAG_1 GBV_KXP GBV_ILN_105 ISIL_DE-841 GBV_ILN_370 ISIL_DE-1373 GBV_ILN_2057 ISIL_DE-L189 BO 045F 006.752 23 01 0830 4297267039 olr-else2 i z 25-03-23 105 01 0841 4497134288 OLR-ELV-TEST Vervielfältigungen (z.B. Kopien, Downloads) sind nur von einzelnen Kapiteln oder Seiten und nur zum eigenen wissenschaftlichen Gebrauch erlaubt. Die Weitergabe an Dritte sowie systematisches Downloaden sind untersagt. Testzugang ZHB Lübeck z 07-03-24 370 01 4370 4540274325 EBS Elsevier Vervielfältigungen (z.B. Kopien, Downloads) sind nur von einzelnen Kapiteln oder Seiten und nur zum eigenen wissenschaftlichen Gebrauch erlaubt. Keine Weitergabe an Dritte. Kein systematisches Downloaden durch Robots. i z 20-06-24 2057 01 DE-L189 4467490302 00 --%%-- --%%-- --%%-- n Campuslizenz l01 24-01-24 23 01 0830 https://www.sciencedirect.com/science/book/9780323917858 105 01 0841 https://www.sciencedirect.com/science/book/9780323917858 370 01 4370 E-Book: Zugriff im HCU-Netz. Zugriff von außerhalb nur für HCU-Angehörige möglich https://www.sciencedirect.com/science/book/9780323917858 2057 01 DE-L189 HTWK-Zugang https://www.sciencedirect.com/science/book/9780323917858 23 01 0830 olr-else2 105 01 0841 OLR-ELV-TEST 370 01 4370 EBS Elsevier
allfields_unstemmed	9780323972307 e-book 978-0-323-97230-7 0323972306 0-323-97230-6 (DE-627)1839111615 (DE-599)KEP089719875 (ELSEVIER)on1352014706 (EBP)089719875 DE-627 eng DE-627 rda eng XA-NL TK5105.8884 006.752 Dutta, Soumi 1986- verfasserin aut Data analytics for social microblogging platforms Soumi Dutta, Asit Kumar Das, Saptarshi Ghosh, Debabrata Samanta Amsterdam Academic Press 2022 1 Online-Ressource (1 online resource) Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Hybrid computational intelligence for pattern analysis and understanding <B>Section 1: Introduction of Intelligent Information Filtering and Organisation Systems for Social Microblogging Sites</b><br>1. Introduction to Microblogging Sites<br>2. Data structures and data storage<br>3. Data Collection using Twitter API<br><br><b>Section 2: Microblogging dataset Applications and Implications</b><br>4. Brief overview of existing algorithms and Applications<br>Attribute Selection Methods -- Filter Method, Wrapper Method, Other attribute selection algorithms<br>5. Spam detection -- Spam detection in OSM -- Attribute selection for spam detection<br>6. Summarization -- Automatic Document Summarization, Summarization of microblogs, Comparing algorithms for microblog summarization, Summarization Validation<br>7. Cluster Analysis, Clustering Algorithms, Partition based Clustering, Hierarchical Clustering, Density-based Clustering, Graph clustering algorithms, Cluster Validation Indices, Clustering in Online Social Microblogging Sites<br><br><b>Section 3: Attribute Selection to Improve Spam Classification</b><br>8. Introduction of Attribute Selection to Improve Spam Classification<br>9. Attribute Selection Based in Basics of Rough Set Theory and Attribute selection algorithm.<br>10. Experimental Dataset Description<br>11. Evaluating performance and Evaluation measures<br>12. Fake news, scams, recruiting by terrorist or criminal organizations<br><br><b>Section 4: Microblog Summarization</b><br>13. Introduction of Microblog Summarization<br>14. Base summarization algorithms<br>15. Unsupervised ensemble summarization approach<br>16. Supervised ensemble summarisation approach<br>17. Experiments and results and Performance analysis<br>18. Demonstrating summarization examples<br><br><b>Section 5: Microblog Clustering</b><br>19. Introduction of Microblog Clustering<br>Experimental Dataset -- will be posted on Mendeley and link included at end of Chapter 19<br>20. Graph Based Clustering Technique<br>21. Genetic Algorithm based Clustering<br>22. Clustering based on Feature Selection<br>23. Clustering Microblogs using Dimensionality Reduction<br>24. Evaluating performance and result Analysis<br><br><b>Section 6: Conclusion and Future Directions on Social Microblogging Sites</b> Microblogs Data processing Das, Asit Kumar verfasserin aut Ghosh, Saptarshi verfasserin aut Samanta, Debabrata 1987- verfasserin aut 9780323972307 e-book 0323972306 e-book 9780323917858 (pbk.) 9780323972307 ePub ebook 9780323917858 Erscheint auch als Druck-Ausgabe 9780323917858 https://www.sciencedirect.com/science/book/9780323917858 X:ELSEVIER Verlag lizenzpflichtig GBV-33-Freedom 2023 ZDB-33-ESD ZDB-33-ECMC 2023 BSZ-33-ESD-L1FH GBV_ILN_23 ISIL_DE-830 SYSFLAG_1 GBV_KXP GBV_ILN_105 ISIL_DE-841 GBV_ILN_370 ISIL_DE-1373 GBV_ILN_2057 ISIL_DE-L189 BO 045F 006.752 23 01 0830 4297267039 olr-else2 i z 25-03-23 105 01 0841 4497134288 OLR-ELV-TEST Vervielfältigungen (z.B. Kopien, Downloads) sind nur von einzelnen Kapiteln oder Seiten und nur zum eigenen wissenschaftlichen Gebrauch erlaubt. Die Weitergabe an Dritte sowie systematisches Downloaden sind untersagt. Testzugang ZHB Lübeck z 07-03-24 370 01 4370 4540274325 EBS Elsevier Vervielfältigungen (z.B. Kopien, Downloads) sind nur von einzelnen Kapiteln oder Seiten und nur zum eigenen wissenschaftlichen Gebrauch erlaubt. Keine Weitergabe an Dritte. Kein systematisches Downloaden durch Robots. i z 20-06-24 2057 01 DE-L189 4467490302 00 --%%-- --%%-- --%%-- n Campuslizenz l01 24-01-24 23 01 0830 https://www.sciencedirect.com/science/book/9780323917858 105 01 0841 https://www.sciencedirect.com/science/book/9780323917858 370 01 4370 E-Book: Zugriff im HCU-Netz. Zugriff von außerhalb nur für HCU-Angehörige möglich https://www.sciencedirect.com/science/book/9780323917858 2057 01 DE-L189 HTWK-Zugang https://www.sciencedirect.com/science/book/9780323917858 23 01 0830 olr-else2 105 01 0841 OLR-ELV-TEST 370 01 4370 EBS Elsevier
allfieldsGer	9780323972307 e-book 978-0-323-97230-7 0323972306 0-323-97230-6 (DE-627)1839111615 (DE-599)KEP089719875 (ELSEVIER)on1352014706 (EBP)089719875 DE-627 eng DE-627 rda eng XA-NL TK5105.8884 006.752 Dutta, Soumi 1986- verfasserin aut Data analytics for social microblogging platforms Soumi Dutta, Asit Kumar Das, Saptarshi Ghosh, Debabrata Samanta Amsterdam Academic Press 2022 1 Online-Ressource (1 online resource) Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Hybrid computational intelligence for pattern analysis and understanding <B>Section 1: Introduction of Intelligent Information Filtering and Organisation Systems for Social Microblogging Sites</b><br>1. Introduction to Microblogging Sites<br>2. Data structures and data storage<br>3. Data Collection using Twitter API<br><br><b>Section 2: Microblogging dataset Applications and Implications</b><br>4. Brief overview of existing algorithms and Applications<br>Attribute Selection Methods -- Filter Method, Wrapper Method, Other attribute selection algorithms<br>5. Spam detection -- Spam detection in OSM -- Attribute selection for spam detection<br>6. Summarization -- Automatic Document Summarization, Summarization of microblogs, Comparing algorithms for microblog summarization, Summarization Validation<br>7. Cluster Analysis, Clustering Algorithms, Partition based Clustering, Hierarchical Clustering, Density-based Clustering, Graph clustering algorithms, Cluster Validation Indices, Clustering in Online Social Microblogging Sites<br><br><b>Section 3: Attribute Selection to Improve Spam Classification</b><br>8. Introduction of Attribute Selection to Improve Spam Classification<br>9. Attribute Selection Based in Basics of Rough Set Theory and Attribute selection algorithm.<br>10. Experimental Dataset Description<br>11. Evaluating performance and Evaluation measures<br>12. Fake news, scams, recruiting by terrorist or criminal organizations<br><br><b>Section 4: Microblog Summarization</b><br>13. Introduction of Microblog Summarization<br>14. Base summarization algorithms<br>15. Unsupervised ensemble summarization approach<br>16. Supervised ensemble summarisation approach<br>17. Experiments and results and Performance analysis<br>18. Demonstrating summarization examples<br><br><b>Section 5: Microblog Clustering</b><br>19. Introduction of Microblog Clustering<br>Experimental Dataset -- will be posted on Mendeley and link included at end of Chapter 19<br>20. Graph Based Clustering Technique<br>21. Genetic Algorithm based Clustering<br>22. Clustering based on Feature Selection<br>23. Clustering Microblogs using Dimensionality Reduction<br>24. Evaluating performance and result Analysis<br><br><b>Section 6: Conclusion and Future Directions on Social Microblogging Sites</b> Microblogs Data processing Das, Asit Kumar verfasserin aut Ghosh, Saptarshi verfasserin aut Samanta, Debabrata 1987- verfasserin aut 9780323972307 e-book 0323972306 e-book 9780323917858 (pbk.) 9780323972307 ePub ebook 9780323917858 Erscheint auch als Druck-Ausgabe 9780323917858 https://www.sciencedirect.com/science/book/9780323917858 X:ELSEVIER Verlag lizenzpflichtig GBV-33-Freedom 2023 ZDB-33-ESD ZDB-33-ECMC 2023 BSZ-33-ESD-L1FH GBV_ILN_23 ISIL_DE-830 SYSFLAG_1 GBV_KXP GBV_ILN_105 ISIL_DE-841 GBV_ILN_370 ISIL_DE-1373 GBV_ILN_2057 ISIL_DE-L189 BO 045F 006.752 23 01 0830 4297267039 olr-else2 i z 25-03-23 105 01 0841 4497134288 OLR-ELV-TEST Vervielfältigungen (z.B. Kopien, Downloads) sind nur von einzelnen Kapiteln oder Seiten und nur zum eigenen wissenschaftlichen Gebrauch erlaubt. Die Weitergabe an Dritte sowie systematisches Downloaden sind untersagt. Testzugang ZHB Lübeck z 07-03-24 370 01 4370 4540274325 EBS Elsevier Vervielfältigungen (z.B. Kopien, Downloads) sind nur von einzelnen Kapiteln oder Seiten und nur zum eigenen wissenschaftlichen Gebrauch erlaubt. Keine Weitergabe an Dritte. Kein systematisches Downloaden durch Robots. i z 20-06-24 2057 01 DE-L189 4467490302 00 --%%-- --%%-- --%%-- n Campuslizenz l01 24-01-24 23 01 0830 https://www.sciencedirect.com/science/book/9780323917858 105 01 0841 https://www.sciencedirect.com/science/book/9780323917858 370 01 4370 E-Book: Zugriff im HCU-Netz. Zugriff von außerhalb nur für HCU-Angehörige möglich https://www.sciencedirect.com/science/book/9780323917858 2057 01 DE-L189 HTWK-Zugang https://www.sciencedirect.com/science/book/9780323917858 23 01 0830 olr-else2 105 01 0841 OLR-ELV-TEST 370 01 4370 EBS Elsevier
allfieldsSound	9780323972307 e-book 978-0-323-97230-7 0323972306 0-323-97230-6 (DE-627)1839111615 (DE-599)KEP089719875 (ELSEVIER)on1352014706 (EBP)089719875 DE-627 eng DE-627 rda eng XA-NL TK5105.8884 006.752 Dutta, Soumi 1986- verfasserin aut Data analytics for social microblogging platforms Soumi Dutta, Asit Kumar Das, Saptarshi Ghosh, Debabrata Samanta Amsterdam Academic Press 2022 1 Online-Ressource (1 online resource) Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Hybrid computational intelligence for pattern analysis and understanding <B>Section 1: Introduction of Intelligent Information Filtering and Organisation Systems for Social Microblogging Sites</b><br>1. Introduction to Microblogging Sites<br>2. Data structures and data storage<br>3. Data Collection using Twitter API<br><br><b>Section 2: Microblogging dataset Applications and Implications</b><br>4. Brief overview of existing algorithms and Applications<br>Attribute Selection Methods -- Filter Method, Wrapper Method, Other attribute selection algorithms<br>5. Spam detection -- Spam detection in OSM -- Attribute selection for spam detection<br>6. Summarization -- Automatic Document Summarization, Summarization of microblogs, Comparing algorithms for microblog summarization, Summarization Validation<br>7. Cluster Analysis, Clustering Algorithms, Partition based Clustering, Hierarchical Clustering, Density-based Clustering, Graph clustering algorithms, Cluster Validation Indices, Clustering in Online Social Microblogging Sites<br><br><b>Section 3: Attribute Selection to Improve Spam Classification</b><br>8. Introduction of Attribute Selection to Improve Spam Classification<br>9. Attribute Selection Based in Basics of Rough Set Theory and Attribute selection algorithm.<br>10. Experimental Dataset Description<br>11. Evaluating performance and Evaluation measures<br>12. Fake news, scams, recruiting by terrorist or criminal organizations<br><br><b>Section 4: Microblog Summarization</b><br>13. Introduction of Microblog Summarization<br>14. Base summarization algorithms<br>15. Unsupervised ensemble summarization approach<br>16. Supervised ensemble summarisation approach<br>17. Experiments and results and Performance analysis<br>18. Demonstrating summarization examples<br><br><b>Section 5: Microblog Clustering</b><br>19. Introduction of Microblog Clustering<br>Experimental Dataset -- will be posted on Mendeley and link included at end of Chapter 19<br>20. Graph Based Clustering Technique<br>21. Genetic Algorithm based Clustering<br>22. Clustering based on Feature Selection<br>23. Clustering Microblogs using Dimensionality Reduction<br>24. Evaluating performance and result Analysis<br><br><b>Section 6: Conclusion and Future Directions on Social Microblogging Sites</b> Microblogs Data processing Das, Asit Kumar verfasserin aut Ghosh, Saptarshi verfasserin aut Samanta, Debabrata 1987- verfasserin aut 9780323972307 e-book 0323972306 e-book 9780323917858 (pbk.) 9780323972307 ePub ebook 9780323917858 Erscheint auch als Druck-Ausgabe 9780323917858 https://www.sciencedirect.com/science/book/9780323917858 X:ELSEVIER Verlag lizenzpflichtig GBV-33-Freedom 2023 ZDB-33-ESD ZDB-33-ECMC 2023 BSZ-33-ESD-L1FH GBV_ILN_23 ISIL_DE-830 SYSFLAG_1 GBV_KXP GBV_ILN_105 ISIL_DE-841 GBV_ILN_370 ISIL_DE-1373 GBV_ILN_2057 ISIL_DE-L189 BO 045F 006.752 23 01 0830 4297267039 olr-else2 i z 25-03-23 105 01 0841 4497134288 OLR-ELV-TEST Vervielfältigungen (z.B. Kopien, Downloads) sind nur von einzelnen Kapiteln oder Seiten und nur zum eigenen wissenschaftlichen Gebrauch erlaubt. Die Weitergabe an Dritte sowie systematisches Downloaden sind untersagt. Testzugang ZHB Lübeck z 07-03-24 370 01 4370 4540274325 EBS Elsevier Vervielfältigungen (z.B. Kopien, Downloads) sind nur von einzelnen Kapiteln oder Seiten und nur zum eigenen wissenschaftlichen Gebrauch erlaubt. Keine Weitergabe an Dritte. Kein systematisches Downloaden durch Robots. i z 20-06-24 2057 01 DE-L189 4467490302 00 --%%-- --%%-- --%%-- n Campuslizenz l01 24-01-24 23 01 0830 https://www.sciencedirect.com/science/book/9780323917858 105 01 0841 https://www.sciencedirect.com/science/book/9780323917858 370 01 4370 E-Book: Zugriff im HCU-Netz. Zugriff von außerhalb nur für HCU-Angehörige möglich https://www.sciencedirect.com/science/book/9780323917858 2057 01 DE-L189 HTWK-Zugang https://www.sciencedirect.com/science/book/9780323917858 23 01 0830 olr-else2 105 01 0841 OLR-ELV-TEST 370 01 4370 EBS Elsevier
language	English
format_phy_str_mv	Book
building	23 105 370 2057:0
institution	findex.gbv.de
selectbib_iln_str_mv	23@ 105@ 370@ 2057@01
topic_facet	Microblogs Data processing
dewey-raw	006.752
isfreeaccess_bool	false
authorswithroles_txt_mv	Dutta, Soumi @@aut@@ Das, Asit Kumar @@aut@@ Ghosh, Saptarshi @@aut@@ Samanta, Debabrata @@aut@@
publishDateDaySort_date	2022-01-01T00:00:00Z
dewey-sort	16.752
id	1839111615
language_de	englisch
fullrecord	<?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>01000cam a22002652 4500</leader><controlfield tag="001">1839111615</controlfield><controlfield tag="003">DE-627</controlfield><controlfield tag="005">20240212115946.0</controlfield><controlfield tag="007">cr uuu---uuuuu</controlfield><controlfield tag="008">230314s2022 ne \|\|\|\|\|o 00\| \|\|eng c</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9780323972307</subfield><subfield code="c">e-book</subfield><subfield code="9">978-0-323-97230-7</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">0323972306</subfield><subfield code="9">0-323-97230-6</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-627)1839111615</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)KEP089719875</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(ELSEVIER)on1352014706</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(EBP)089719875</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-627</subfield><subfield code="b">eng</subfield><subfield code="c">DE-627</subfield><subfield code="e">rda</subfield></datafield><datafield tag="041" ind1=" " ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="044" ind1=" " ind2=" "><subfield code="c">XA-NL</subfield></datafield><datafield tag="050" ind1=" " ind2="0"><subfield code="a">TK5105.8884</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">006.752</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Dutta, Soumi</subfield><subfield code="d">1986-</subfield><subfield code="e">verfasserin</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Data analytics for social microblogging platforms</subfield><subfield code="c">Soumi Dutta, Asit Kumar Das, Saptarshi Ghosh, Debabrata Samanta</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Amsterdam</subfield><subfield code="b">Academic Press</subfield><subfield code="c">2022</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 Online-Ressource (1 online resource)</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="a">Text</subfield><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="a">Computermedien</subfield><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="a">Online-Ressource</subfield><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="490" ind1="0" ind2=" "><subfield code="a">Hybrid computational intelligence for pattern analysis and understanding</subfield></datafield><datafield tag="520" ind1=" " ind2=" "><subfield code="a"><B>Section 1: Introduction of Intelligent Information Filtering and Organisation Systems for Social Microblogging Sites</b><br>1. Introduction to Microblogging Sites<br>2. Data structures and data storage<br>3. Data Collection using Twitter API<br><br><b>Section 2: Microblogging dataset Applications and Implications</b><br>4. Brief overview of existing algorithms and Applications<br>Attribute Selection Methods -- Filter Method, Wrapper Method, Other attribute selection algorithms<br>5. Spam detection -- Spam detection in OSM -- Attribute selection for spam detection<br>6. Summarization -- Automatic Document Summarization, Summarization of microblogs, Comparing algorithms for microblog summarization, Summarization Validation<br>7. Cluster Analysis, Clustering Algorithms, Partition based Clustering, Hierarchical Clustering, Density-based Clustering, Graph clustering algorithms, Cluster Validation Indices, Clustering in Online Social Microblogging Sites<br><br><b>Section 3: Attribute Selection to Improve Spam Classification</b><br>8. Introduction of Attribute Selection to Improve Spam Classification<br>9. Attribute Selection Based in Basics of Rough Set Theory and Attribute selection algorithm.<br>10. Experimental Dataset Description<br>11. Evaluating performance and Evaluation measures<br>12. Fake news, scams, recruiting by terrorist or criminal organizations<br><br><b>Section 4: Microblog Summarization</b><br>13. Introduction of Microblog Summarization<br>14. Base summarization algorithms<br>15. Unsupervised ensemble summarization approach<br>16. Supervised ensemble summarisation approach<br>17. Experiments and results and Performance analysis<br>18. Demonstrating summarization examples<br><br><b>Section 5: Microblog Clustering</b><br>19. Introduction of Microblog Clustering<br>Experimental Dataset -- will be posted on Mendeley and link included at end of Chapter 19<br>20. Graph Based Clustering Technique<br>21. Genetic Algorithm based Clustering<br>22. Clustering based on Feature Selection<br>23. Clustering Microblogs using Dimensionality Reduction<br>24. Evaluating performance and result Analysis<br><br><b>Section 6: Conclusion and Future Directions on Social Microblogging Sites</b></subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Microblogs</subfield><subfield code="x">Data processing</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Das, Asit Kumar</subfield><subfield code="e">verfasserin</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Ghosh, Saptarshi</subfield><subfield code="e">verfasserin</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Samanta, Debabrata</subfield><subfield code="d">1987-</subfield><subfield code="e">verfasserin</subfield><subfield code="4">aut</subfield></datafield><datafield tag="776" ind1="1" ind2=" "><subfield code="z">9780323972307</subfield><subfield code="c">e-book</subfield></datafield><datafield tag="776" ind1="1" ind2=" "><subfield code="z">0323972306</subfield><subfield code="c">e-book</subfield></datafield><datafield tag="776" ind1="1" ind2=" "><subfield code="z">9780323917858</subfield><subfield code="c">(pbk.)</subfield></datafield><datafield tag="776" ind1="1" ind2=" "><subfield code="z">9780323972307</subfield><subfield code="c">ePub ebook</subfield></datafield><datafield tag="776" ind1="1" ind2=" "><subfield code="z">9780323917858</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Erscheint auch als</subfield><subfield code="n">Druck-Ausgabe</subfield><subfield code="z">9780323917858</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="u">https://www.sciencedirect.com/science/book/9780323917858</subfield><subfield code="m">X:ELSEVIER</subfield><subfield code="x">Verlag</subfield><subfield code="z">lizenzpflichtig</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV-33-Freedom</subfield><subfield code="b">2023</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-33-ESD</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-33-ECMC</subfield><subfield code="b">2023</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">BSZ-33-ESD-L1FH</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_23</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ISIL_DE-830</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">SYSFLAG_1</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_KXP</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_105</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ISIL_DE-841</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_370</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ISIL_DE-1373</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2057</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ISIL_DE-L189</subfield></datafield><datafield tag="951" ind1=" " ind2=" "><subfield code="a">BO</subfield></datafield><datafield tag="953" ind1=" " ind2=" "><subfield code="2">045F</subfield><subfield code="a">006.752</subfield></datafield><datafield tag="980" ind1=" " ind2=" "><subfield code="2">23</subfield><subfield code="1">01</subfield><subfield code="x">0830</subfield><subfield code="b">4297267039</subfield><subfield code="h">olr-else2</subfield><subfield code="u">i</subfield><subfield code="y">z</subfield><subfield code="z">25-03-23</subfield></datafield><datafield tag="980" ind1=" " ind2=" "><subfield code="2">105</subfield><subfield code="1">01</subfield><subfield code="x">0841</subfield><subfield code="b">4497134288</subfield><subfield code="h">OLR-ELV-TEST</subfield><subfield code="k">Vervielfältigungen (z.B. Kopien, Downloads) sind nur von einzelnen Kapiteln oder Seiten und nur zum eigenen wissenschaftlichen Gebrauch erlaubt. Die Weitergabe an Dritte sowie systematisches Downloaden sind untersagt.</subfield><subfield code="k">Testzugang ZHB Lübeck</subfield><subfield code="y">z</subfield><subfield code="z">07-03-24</subfield></datafield><datafield tag="980" ind1=" " ind2=" "><subfield code="2">370</subfield><subfield code="1">01</subfield><subfield code="x">4370</subfield><subfield code="b">4540274325</subfield><subfield code="h">EBS Elsevier</subfield><subfield code="k">Vervielfältigungen (z.B. Kopien, Downloads) sind nur von einzelnen Kapiteln oder Seiten und nur zum eigenen wissenschaftlichen Gebrauch erlaubt. Keine Weitergabe an Dritte. Kein systematisches Downloaden durch Robots.</subfield><subfield code="u">i</subfield><subfield code="y">z</subfield><subfield code="z">20-06-24</subfield></datafield><datafield tag="980" ind1=" " ind2=" "><subfield code="2">2057</subfield><subfield code="1">01</subfield><subfield code="x">DE-L189</subfield><subfield code="b">4467490302</subfield><subfield code="c">00</subfield><subfield code="f">--%%--</subfield><subfield code="d">--%%--</subfield><subfield code="e">--%%--</subfield><subfield code="j">n</subfield><subfield code="k">Campuslizenz</subfield><subfield code="y">l01</subfield><subfield code="z">24-01-24</subfield></datafield><datafield tag="981" ind1=" " ind2=" "><subfield code="2">23</subfield><subfield code="1">01</subfield><subfield code="x">0830</subfield><subfield code="r">https://www.sciencedirect.com/science/book/9780323917858</subfield></datafield><datafield tag="981" ind1=" " ind2=" "><subfield code="2">105</subfield><subfield code="1">01</subfield><subfield code="x">0841</subfield><subfield code="r">https://www.sciencedirect.com/science/book/9780323917858</subfield></datafield><datafield tag="981" ind1=" " ind2=" "><subfield code="2">370</subfield><subfield code="1">01</subfield><subfield code="x">4370</subfield><subfield code="y">E-Book: Zugriff im HCU-Netz. Zugriff von außerhalb nur für HCU-Angehörige möglich</subfield><subfield code="r">https://www.sciencedirect.com/science/book/9780323917858</subfield></datafield><datafield tag="981" ind1=" " ind2=" "><subfield code="2">2057</subfield><subfield code="1">01</subfield><subfield code="x">DE-L189</subfield><subfield code="y">HTWK-Zugang</subfield><subfield code="r">https://www.sciencedirect.com/science/book/9780323917858</subfield></datafield><datafield tag="995" ind1=" " ind2=" "><subfield code="2">23</subfield><subfield code="1">01</subfield><subfield code="x">0830</subfield><subfield code="a">olr-else2</subfield></datafield><datafield tag="995" ind1=" " ind2=" "><subfield code="2">105</subfield><subfield code="1">01</subfield><subfield code="x">0841</subfield><subfield code="a">OLR-ELV-TEST</subfield></datafield><datafield tag="995" ind1=" " ind2=" "><subfield code="2">370</subfield><subfield code="1">01</subfield><subfield code="x">4370</subfield><subfield code="a">EBS Elsevier</subfield></datafield></record></collection>
standort_str_mv	--%%--
callnumber-first	T - Technology
series2	Hybrid computational intelligence for pattern analysis and understanding
standort_iln_str_mv	2057:--%%-- DE-L189:--%%--
author	Dutta, Soumi 1986-
spellingShingle	Dutta, Soumi 1986- misc TK5105.8884 ddc 006.752 misc Microblogs Data analytics for social microblogging platforms
authorStr	Dutta, Soumi 1986-
format	eBook
dewey-ones	006 - Special computer methods
delete_txt_mv	keep
author_role	aut aut aut aut
collection	KXP GVK SWB
publishPlace	Amsterdam
remote_str	true
abrufzeichen_iln_str_mv	23@olr-else2 105@OLR-ELV-TEST 370@EBS Elsevier
abrufzeichen_iln_scis_mv	23@olr-else2 105@OLR-ELV-TEST 370@EBS Elsevier
callnumber-label	TK5105
last_changed_iln_str_mv	23@25-03-23 105@07-03-24 370@20-06-24 2057@24-01-24
illustrated	Not Illustrated
topic_title	TK5105.8884 006.752 Data analytics for social microblogging platforms Soumi Dutta, Asit Kumar Das, Saptarshi Ghosh, Debabrata Samanta Microblogs Data processing
publisher	Academic Press
publisherStr	Academic Press
topic	misc TK5105.8884 ddc 006.752 misc Microblogs
topic_unstemmed	misc TK5105.8884 ddc 006.752 misc Microblogs
topic_browse	misc TK5105.8884 ddc 006.752 misc Microblogs
format_facet	Elektronische Bücher Bücher Elektronische Ressource
standort_txtP_mv	--%%--
format_main_str_mv	Text Buch
carriertype_str_mv	cr
signature	--%%--
signature_str_mv	--%%--
dewey-tens	000 - Computer science, knowledge & systems
isbn	9780323972307 0323972306 9780323917858 0323917852
isfreeaccess_txt	false
title	Data analytics for social microblogging platforms
ctrlnum	(DE-627)1839111615 (DE-599)KEP089719875 (ELSEVIER)on1352014706 (EBP)089719875
exemplarkommentar_str_mv	105@Vervielfältigungen (z.B. Kopien, Downloads) sind nur von einzelnen Kapiteln oder Seiten und nur zum eigenen wissenschaftlichen Gebrauch erlaubt. Die Weitergabe an Dritte sowie systematisches Downloaden sind untersagt. 105@Testzugang ZHB Lübeck 370@Vervielfältigungen (z.B. Kopien, Downloads) sind nur von einzelnen Kapiteln oder Seiten und nur zum eigenen wissenschaftlichen Gebrauch erlaubt. Keine Weitergabe an Dritte. Kein systematisches Downloaden durch Robots. 2057@Campuslizenz
title_full	Data analytics for social microblogging platforms Soumi Dutta, Asit Kumar Das, Saptarshi Ghosh, Debabrata Samanta
author_sort	Dutta, Soumi 1986-
callnumber-first-code	T
lang_code	eng
isOA_bool	false
dewey-hundreds	000 - Computer science, information & general works
recordtype	marc
publishDateSort	2022
contenttype_str_mv	txt
author_browse	Dutta, Soumi Das, Asit Kumar Ghosh, Saptarshi Samanta, Debabrata
selectkey	23:z 105:z 370:z 2057:l
physical	1 Online-Ressource (1 online resource)
class	TK5105.8884 006.752
format_se	Elektronische Bücher
countryofpublication_str_mv	XA-NL
author-letter	Dutta, Soumi
dewey-full	006.752
author2-role	verfasserin
title_sort	data analytics for social microblogging platforms
callnumber	TK5105.8884
title_auth	Data analytics for social microblogging platforms
abstract	<B>Section 1: Introduction of Intelligent Information Filtering and Organisation Systems for Social Microblogging Sites</b><br>1. Introduction to Microblogging Sites<br>2. Data structures and data storage<br>3. Data Collection using Twitter API<br><br><b>Section 2: Microblogging dataset Applications and Implications</b><br>4. Brief overview of existing algorithms and Applications<br>Attribute Selection Methods -- Filter Method, Wrapper Method, Other attribute selection algorithms<br>5. Spam detection -- Spam detection in OSM -- Attribute selection for spam detection<br>6. Summarization -- Automatic Document Summarization, Summarization of microblogs, Comparing algorithms for microblog summarization, Summarization Validation<br>7. Cluster Analysis, Clustering Algorithms, Partition based Clustering, Hierarchical Clustering, Density-based Clustering, Graph clustering algorithms, Cluster Validation Indices, Clustering in Online Social Microblogging Sites<br><br><b>Section 3: Attribute Selection to Improve Spam Classification</b><br>8. Introduction of Attribute Selection to Improve Spam Classification<br>9. Attribute Selection Based in Basics of Rough Set Theory and Attribute selection algorithm.<br>10. Experimental Dataset Description<br>11. Evaluating performance and Evaluation measures<br>12. Fake news, scams, recruiting by terrorist or criminal organizations<br><br><b>Section 4: Microblog Summarization</b><br>13. Introduction of Microblog Summarization<br>14. Base summarization algorithms<br>15. Unsupervised ensemble summarization approach<br>16. Supervised ensemble summarisation approach<br>17. Experiments and results and Performance analysis<br>18. Demonstrating summarization examples<br><br><b>Section 5: Microblog Clustering</b><br>19. Introduction of Microblog Clustering<br>Experimental Dataset -- will be posted on Mendeley and link included at end of Chapter 19<br>20. Graph Based Clustering Technique<br>21. Genetic Algorithm based Clustering<br>22. Clustering based on Feature Selection<br>23. Clustering Microblogs using Dimensionality Reduction<br>24. Evaluating performance and result Analysis<br><br><b>Section 6: Conclusion and Future Directions on Social Microblogging Sites</b>
abstractGer	<B>Section 1: Introduction of Intelligent Information Filtering and Organisation Systems for Social Microblogging Sites</b><br>1. Introduction to Microblogging Sites<br>2. Data structures and data storage<br>3. Data Collection using Twitter API<br><br><b>Section 2: Microblogging dataset Applications and Implications</b><br>4. Brief overview of existing algorithms and Applications<br>Attribute Selection Methods -- Filter Method, Wrapper Method, Other attribute selection algorithms<br>5. Spam detection -- Spam detection in OSM -- Attribute selection for spam detection<br>6. Summarization -- Automatic Document Summarization, Summarization of microblogs, Comparing algorithms for microblog summarization, Summarization Validation<br>7. Cluster Analysis, Clustering Algorithms, Partition based Clustering, Hierarchical Clustering, Density-based Clustering, Graph clustering algorithms, Cluster Validation Indices, Clustering in Online Social Microblogging Sites<br><br><b>Section 3: Attribute Selection to Improve Spam Classification</b><br>8. Introduction of Attribute Selection to Improve Spam Classification<br>9. Attribute Selection Based in Basics of Rough Set Theory and Attribute selection algorithm.<br>10. Experimental Dataset Description<br>11. Evaluating performance and Evaluation measures<br>12. Fake news, scams, recruiting by terrorist or criminal organizations<br><br><b>Section 4: Microblog Summarization</b><br>13. Introduction of Microblog Summarization<br>14. Base summarization algorithms<br>15. Unsupervised ensemble summarization approach<br>16. Supervised ensemble summarisation approach<br>17. Experiments and results and Performance analysis<br>18. Demonstrating summarization examples<br><br><b>Section 5: Microblog Clustering</b><br>19. Introduction of Microblog Clustering<br>Experimental Dataset -- will be posted on Mendeley and link included at end of Chapter 19<br>20. Graph Based Clustering Technique<br>21. Genetic Algorithm based Clustering<br>22. Clustering based on Feature Selection<br>23. Clustering Microblogs using Dimensionality Reduction<br>24. Evaluating performance and result Analysis<br><br><b>Section 6: Conclusion and Future Directions on Social Microblogging Sites</b>
abstract_unstemmed	<B>Section 1: Introduction of Intelligent Information Filtering and Organisation Systems for Social Microblogging Sites</b><br>1. Introduction to Microblogging Sites<br>2. Data structures and data storage<br>3. Data Collection using Twitter API<br><br><b>Section 2: Microblogging dataset Applications and Implications</b><br>4. Brief overview of existing algorithms and Applications<br>Attribute Selection Methods -- Filter Method, Wrapper Method, Other attribute selection algorithms<br>5. Spam detection -- Spam detection in OSM -- Attribute selection for spam detection<br>6. Summarization -- Automatic Document Summarization, Summarization of microblogs, Comparing algorithms for microblog summarization, Summarization Validation<br>7. Cluster Analysis, Clustering Algorithms, Partition based Clustering, Hierarchical Clustering, Density-based Clustering, Graph clustering algorithms, Cluster Validation Indices, Clustering in Online Social Microblogging Sites<br><br><b>Section 3: Attribute Selection to Improve Spam Classification</b><br>8. Introduction of Attribute Selection to Improve Spam Classification<br>9. Attribute Selection Based in Basics of Rough Set Theory and Attribute selection algorithm.<br>10. Experimental Dataset Description<br>11. Evaluating performance and Evaluation measures<br>12. Fake news, scams, recruiting by terrorist or criminal organizations<br><br><b>Section 4: Microblog Summarization</b><br>13. Introduction of Microblog Summarization<br>14. Base summarization algorithms<br>15. Unsupervised ensemble summarization approach<br>16. Supervised ensemble summarisation approach<br>17. Experiments and results and Performance analysis<br>18. Demonstrating summarization examples<br><br><b>Section 5: Microblog Clustering</b><br>19. Introduction of Microblog Clustering<br>Experimental Dataset -- will be posted on Mendeley and link included at end of Chapter 19<br>20. Graph Based Clustering Technique<br>21. Genetic Algorithm based Clustering<br>22. Clustering based on Feature Selection<br>23. Clustering Microblogs using Dimensionality Reduction<br>24. Evaluating performance and result Analysis<br><br><b>Section 6: Conclusion and Future Directions on Social Microblogging Sites</b>
collection_details	GBV-33-Freedom ZDB-33-ESD ZDB-33-ECMC BSZ-33-ESD-L1FH GBV_ILN_23 ISIL_DE-830 SYSFLAG_1 GBV_KXP GBV_ILN_105 ISIL_DE-841 GBV_ILN_370 ISIL_DE-1373 GBV_ILN_2057 ISIL_DE-L189
title_short	Data analytics for social microblogging platforms
url	https://www.sciencedirect.com/science/book/9780323917858
ausleihindikator_str_mv	23 105 370 2057:-
remote_bool	true
author2	Das, Asit Kumar Ghosh, Saptarshi Samanta, Debabrata 1987-
author2Str	Das, Asit Kumar Ghosh, Saptarshi Samanta, Debabrata 1987-
callnumber-subject	TK - Electrical and Nuclear Engineering
mediatype_str_mv	c
isOA_txt	false
hochschulschrift_bool	false
callnumber-a	TK5105.8884
up_date	2024-07-04T11:42:48.441Z
_version_	1803648623908487168
fullrecord_marcxml	<?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>01000cam a22002652 4500</leader><controlfield tag="001">1839111615</controlfield><controlfield tag="003">DE-627</controlfield><controlfield tag="005">20240212115946.0</controlfield><controlfield tag="007">cr uuu---uuuuu</controlfield><controlfield tag="008">230314s2022 ne \|\|\|\|\|o 00\| \|\|eng c</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9780323972307</subfield><subfield code="c">e-book</subfield><subfield code="9">978-0-323-97230-7</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">0323972306</subfield><subfield code="9">0-323-97230-6</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-627)1839111615</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)KEP089719875</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(ELSEVIER)on1352014706</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(EBP)089719875</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-627</subfield><subfield code="b">eng</subfield><subfield code="c">DE-627</subfield><subfield code="e">rda</subfield></datafield><datafield tag="041" ind1=" " ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="044" ind1=" " ind2=" "><subfield code="c">XA-NL</subfield></datafield><datafield tag="050" ind1=" " ind2="0"><subfield code="a">TK5105.8884</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">006.752</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Dutta, Soumi</subfield><subfield code="d">1986-</subfield><subfield code="e">verfasserin</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Data analytics for social microblogging platforms</subfield><subfield code="c">Soumi Dutta, Asit Kumar Das, Saptarshi Ghosh, Debabrata Samanta</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Amsterdam</subfield><subfield code="b">Academic Press</subfield><subfield code="c">2022</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 Online-Ressource (1 online resource)</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="a">Text</subfield><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="a">Computermedien</subfield><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="a">Online-Ressource</subfield><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="490" ind1="0" ind2=" "><subfield code="a">Hybrid computational intelligence for pattern analysis and understanding</subfield></datafield><datafield tag="520" ind1=" " ind2=" "><subfield code="a"><B>Section 1: Introduction of Intelligent Information Filtering and Organisation Systems for Social Microblogging Sites</b><br>1. Introduction to Microblogging Sites<br>2. Data structures and data storage<br>3. Data Collection using Twitter API<br><br><b>Section 2: Microblogging dataset Applications and Implications</b><br>4. Brief overview of existing algorithms and Applications<br>Attribute Selection Methods -- Filter Method, Wrapper Method, Other attribute selection algorithms<br>5. Spam detection -- Spam detection in OSM -- Attribute selection for spam detection<br>6. Summarization -- Automatic Document Summarization, Summarization of microblogs, Comparing algorithms for microblog summarization, Summarization Validation<br>7. Cluster Analysis, Clustering Algorithms, Partition based Clustering, Hierarchical Clustering, Density-based Clustering, Graph clustering algorithms, Cluster Validation Indices, Clustering in Online Social Microblogging Sites<br><br><b>Section 3: Attribute Selection to Improve Spam Classification</b><br>8. Introduction of Attribute Selection to Improve Spam Classification<br>9. Attribute Selection Based in Basics of Rough Set Theory and Attribute selection algorithm.<br>10. Experimental Dataset Description<br>11. Evaluating performance and Evaluation measures<br>12. Fake news, scams, recruiting by terrorist or criminal organizations<br><br><b>Section 4: Microblog Summarization</b><br>13. Introduction of Microblog Summarization<br>14. Base summarization algorithms<br>15. Unsupervised ensemble summarization approach<br>16. Supervised ensemble summarisation approach<br>17. Experiments and results and Performance analysis<br>18. Demonstrating summarization examples<br><br><b>Section 5: Microblog Clustering</b><br>19. Introduction of Microblog Clustering<br>Experimental Dataset -- will be posted on Mendeley and link included at end of Chapter 19<br>20. Graph Based Clustering Technique<br>21. Genetic Algorithm based Clustering<br>22. Clustering based on Feature Selection<br>23. Clustering Microblogs using Dimensionality Reduction<br>24. Evaluating performance and result Analysis<br><br><b>Section 6: Conclusion and Future Directions on Social Microblogging Sites</b></subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Microblogs</subfield><subfield code="x">Data processing</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Das, Asit Kumar</subfield><subfield code="e">verfasserin</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Ghosh, Saptarshi</subfield><subfield code="e">verfasserin</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Samanta, Debabrata</subfield><subfield code="d">1987-</subfield><subfield code="e">verfasserin</subfield><subfield code="4">aut</subfield></datafield><datafield tag="776" ind1="1" ind2=" "><subfield code="z">9780323972307</subfield><subfield code="c">e-book</subfield></datafield><datafield tag="776" ind1="1" ind2=" "><subfield code="z">0323972306</subfield><subfield code="c">e-book</subfield></datafield><datafield tag="776" ind1="1" ind2=" "><subfield code="z">9780323917858</subfield><subfield code="c">(pbk.)</subfield></datafield><datafield tag="776" ind1="1" ind2=" "><subfield code="z">9780323972307</subfield><subfield code="c">ePub ebook</subfield></datafield><datafield tag="776" ind1="1" ind2=" "><subfield code="z">9780323917858</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Erscheint auch als</subfield><subfield code="n">Druck-Ausgabe</subfield><subfield code="z">9780323917858</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="u">https://www.sciencedirect.com/science/book/9780323917858</subfield><subfield code="m">X:ELSEVIER</subfield><subfield code="x">Verlag</subfield><subfield code="z">lizenzpflichtig</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV-33-Freedom</subfield><subfield code="b">2023</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-33-ESD</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-33-ECMC</subfield><subfield code="b">2023</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">BSZ-33-ESD-L1FH</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_23</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ISIL_DE-830</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">SYSFLAG_1</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_KXP</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_105</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ISIL_DE-841</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_370</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ISIL_DE-1373</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2057</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ISIL_DE-L189</subfield></datafield><datafield tag="951" ind1=" " ind2=" "><subfield code="a">BO</subfield></datafield><datafield tag="953" ind1=" " ind2=" "><subfield code="2">045F</subfield><subfield code="a">006.752</subfield></datafield><datafield tag="980" ind1=" " ind2=" "><subfield code="2">23</subfield><subfield code="1">01</subfield><subfield code="x">0830</subfield><subfield code="b">4297267039</subfield><subfield code="h">olr-else2</subfield><subfield code="u">i</subfield><subfield code="y">z</subfield><subfield code="z">25-03-23</subfield></datafield><datafield tag="980" ind1=" " ind2=" "><subfield code="2">105</subfield><subfield code="1">01</subfield><subfield code="x">0841</subfield><subfield code="b">4497134288</subfield><subfield code="h">OLR-ELV-TEST</subfield><subfield code="k">Vervielfältigungen (z.B. Kopien, Downloads) sind nur von einzelnen Kapiteln oder Seiten und nur zum eigenen wissenschaftlichen Gebrauch erlaubt. Die Weitergabe an Dritte sowie systematisches Downloaden sind untersagt.</subfield><subfield code="k">Testzugang ZHB Lübeck</subfield><subfield code="y">z</subfield><subfield code="z">07-03-24</subfield></datafield><datafield tag="980" ind1=" " ind2=" "><subfield code="2">370</subfield><subfield code="1">01</subfield><subfield code="x">4370</subfield><subfield code="b">4540274325</subfield><subfield code="h">EBS Elsevier</subfield><subfield code="k">Vervielfältigungen (z.B. Kopien, Downloads) sind nur von einzelnen Kapiteln oder Seiten und nur zum eigenen wissenschaftlichen Gebrauch erlaubt. Keine Weitergabe an Dritte. Kein systematisches Downloaden durch Robots.</subfield><subfield code="u">i</subfield><subfield code="y">z</subfield><subfield code="z">20-06-24</subfield></datafield><datafield tag="980" ind1=" " ind2=" "><subfield code="2">2057</subfield><subfield code="1">01</subfield><subfield code="x">DE-L189</subfield><subfield code="b">4467490302</subfield><subfield code="c">00</subfield><subfield code="f">--%%--</subfield><subfield code="d">--%%--</subfield><subfield code="e">--%%--</subfield><subfield code="j">n</subfield><subfield code="k">Campuslizenz</subfield><subfield code="y">l01</subfield><subfield code="z">24-01-24</subfield></datafield><datafield tag="981" ind1=" " ind2=" "><subfield code="2">23</subfield><subfield code="1">01</subfield><subfield code="x">0830</subfield><subfield code="r">https://www.sciencedirect.com/science/book/9780323917858</subfield></datafield><datafield tag="981" ind1=" " ind2=" "><subfield code="2">105</subfield><subfield code="1">01</subfield><subfield code="x">0841</subfield><subfield code="r">https://www.sciencedirect.com/science/book/9780323917858</subfield></datafield><datafield tag="981" ind1=" " ind2=" "><subfield code="2">370</subfield><subfield code="1">01</subfield><subfield code="x">4370</subfield><subfield code="y">E-Book: Zugriff im HCU-Netz. Zugriff von außerhalb nur für HCU-Angehörige möglich</subfield><subfield code="r">https://www.sciencedirect.com/science/book/9780323917858</subfield></datafield><datafield tag="981" ind1=" " ind2=" "><subfield code="2">2057</subfield><subfield code="1">01</subfield><subfield code="x">DE-L189</subfield><subfield code="y">HTWK-Zugang</subfield><subfield code="r">https://www.sciencedirect.com/science/book/9780323917858</subfield></datafield><datafield tag="995" ind1=" " ind2=" "><subfield code="2">23</subfield><subfield code="1">01</subfield><subfield code="x">0830</subfield><subfield code="a">olr-else2</subfield></datafield><datafield tag="995" ind1=" " ind2=" "><subfield code="2">105</subfield><subfield code="1">01</subfield><subfield code="x">0841</subfield><subfield code="a">OLR-ELV-TEST</subfield></datafield><datafield tag="995" ind1=" " ind2=" "><subfield code="2">370</subfield><subfield code="1">01</subfield><subfield code="x">4370</subfield><subfield code="a">EBS Elsevier</subfield></datafield></record></collection>
score	7.401434

Nicht das Richtige dabei?

Schreiben Sie uns!

Data analytics for social microblogging platforms

Nicht das Richtige dabei?

Zugang & Verfügbarkeit

Vorhandene Bände

Nicht das Richtige dabei?