Collaborative filtering using data mining and analysis:
"This book evaluates the latest patterns and trending topics in the utilization of data mining tools and filtering practices, featuring emergent research and optimization techniques in the areas of opinion mining, text mining, and sentiment analysis"--Provided by publisher.
Gespeichert in:
| Weitere Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Hershey, Pennsylvania (701 E. Chocolate Avenue, Hershey, PA 17033, USA) :
IGI Global,
[2017]
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | "This book evaluates the latest patterns and trending topics in the utilization of data mining tools and filtering practices, featuring emergent research and optimization techniques in the areas of opinion mining, text mining, and sentiment analysis"--Provided by publisher. |
| Beschreibung: | PDFs (309 pages) : illustrations. Also available in print. |
| Format: | Mode of access: World Wide Web. |
| Bibliographie: | Includes bibliographical references and index. |
| ISBN: | 9781522504900 |
| Zugangseinschränkungen: | Restricted to subscribers or individual electronic text purchasers. |
Internformat
MARC
| LEADER | 00000nam a2200000 i 4500 | ||
|---|---|---|---|
| 001 | ZDB-98-IGB-00147015 | ||
| 003 | IGIG | ||
| 005 | 20160722141843.0 | ||
| 006 | m eo d | ||
| 007 | cr bn |||m|||a | ||
| 008 | 160721s2017 paua fob 001 0 eng d | ||
| 010 | |z 2016012755 | ||
| 020 | |a 9781522504900 |q electronic | ||
| 020 | |z 9781522504894 |q print | ||
| 024 | 7 | |a 10.4018/978-1-5225-0489-4 |2 doi | |
| 035 | |a (CaBNVSL)gtp00566199 | ||
| 035 | |a (OCoLC)953968835 | ||
| 040 | |a CaBNVSL |b eng |e rda |c CaBNVSL |d CaBNVSL | ||
| 050 | 4 | |a QA76.9.D343 |b C747 2017e | |
| 082 | 7 | |a 006.3/12 |2 23 | |
| 245 | 0 | 0 | |a Collaborative filtering using data mining and analysis |c Vishal Bhatnagar, editor. |
| 264 | 1 | |a Hershey, Pennsylvania (701 E. Chocolate Avenue, Hershey, PA 17033, USA) : |b IGI Global, |c [2017] | |
| 300 | |a PDFs (309 pages) : |b illustrations. | ||
| 336 | |a text |2 rdacontent | ||
| 337 | |a electronic |2 isbdmedia | ||
| 338 | |a online resource |2 rdacarrier | ||
| 504 | |a Includes bibliographical references and index. | ||
| 505 | 0 | |a Review of data mining techniques and parameters for recommendation of effective adaptive e-learning system / Renuka Mahajan -- Modified single pass clustering algorithm based on median as a threshold similarity value / Mamta Mittal [and 3 others] -- Dimensionality reduction techniques for text mining / Neethu Akkarapatty [and 3 others] -- History and overview of the recommender systems / Venkatesan M., Thangadurai K. -- A classification framework towards application of data mining in collaborative filtering / Neeti Sangwan, Naveen Dahiya -- Collaborative filtering based data mining for large data / Amrit Pal, Manish Kumar -- Big data mining using collaborative filtering / Anu Saini -- Collaborative and clustering based strategy in big data / Arushi Jain, Vishal Bhatnagar, Pulkit Sharma -- Association rule mining in collaborative filtering / Carson K.-S. Leung, Fan Jiang, Edson M. Dela Cruz, Vijay Sekar Elango -- A classification framework on opinion mining for effective recommendation systems / Mahima Goyal, Vishal Bhatnagar -- Combining user co-ratings and social trust for collaborative recommendation: a data analytics approach / Sheng-Jhe Ke, Wei-Po Lee -- Visual data mining for collaborative filtering: a state-of-the-art survey / Marenglen Biba, Narasimha Rao Vajjhala, Lediona Nishani -- Data stream mining using ensemble classifier: a collaborative approach of classifiers / Snehlata Sewakdas Dongre, Latesh G. Malik -- Statistical relational learning for collaborative filtering a state-of-the-art review / Lediona Nishani, Marenglen Biba. | |
| 506 | |a Restricted to subscribers or individual electronic text purchasers. | ||
| 520 | 3 | |a "This book evaluates the latest patterns and trending topics in the utilization of data mining tools and filtering practices, featuring emergent research and optimization techniques in the areas of opinion mining, text mining, and sentiment analysis"--Provided by publisher. | |
| 530 | |a Also available in print. | ||
| 538 | |a Mode of access: World Wide Web. | ||
| 588 | |a Description based on title screen (IGI Global, viewed 07/21/2016). | ||
| 650 | 0 | |a Data mining. | |
| 650 | 0 | |a Multiagent systems. | |
| 650 | 0 | |a Recommender systems (Information filtering) | |
| 653 | |a Big data | ||
| 653 | |a Clustering algorithms | ||
| 653 | |a Data stream mining | ||
| 653 | |a E-learning systems | ||
| 653 | |a Recommender systems | ||
| 653 | |a Statistical rational learning | ||
| 653 | |a Text mining | ||
| 700 | 1 | |a Bhatnagar, Vishal |d 1977- |e editor. | |
| 710 | 2 | |a IGI Global, |e publisher. | |
| 776 | 0 | |c (Original) |w (DLC)2016012755 | |
| 776 | 0 | 8 | |i Print version: |z 1522504893 |z 9781522504894 |w (DLC) 2016012755 |
| 856 | 4 | 0 | |l FWS01 |p ZDB-98-IGB |q FWS_PDA_IGB |u http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-5225-0489-4 |3 Volltext |
| 912 | |a ZDB-98-IGB | ||
| 049 | |a DE-863 | ||
Datensatz im Suchindex
| DE-BY-FWS_katkey | ZDB-98-IGB-00147015 |
|---|---|
| _version_ | 1804751453209755648 |
| adam_text | |
| any_adam_object | |
| author2 | Bhatnagar, Vishal 1977- |
| author2_role | edt |
| author2_variant | v b vb |
| author_facet | Bhatnagar, Vishal 1977- |
| building | Verbundindex |
| bvnumber | localFWS |
| callnumber-first | Q - Science |
| callnumber-label | QA76 |
| callnumber-raw | QA76.9.D343 C747 2017e |
| callnumber-search | QA76.9.D343 C747 2017e |
| callnumber-sort | QA 276.9 D343 C747 42017E |
| callnumber-subject | QA - Mathematics |
| collection | ZDB-98-IGB |
| contents | Review of data mining techniques and parameters for recommendation of effective adaptive e-learning system / Renuka Mahajan -- Modified single pass clustering algorithm based on median as a threshold similarity value / Mamta Mittal [and 3 others] -- Dimensionality reduction techniques for text mining / Neethu Akkarapatty [and 3 others] -- History and overview of the recommender systems / Venkatesan M., Thangadurai K. -- A classification framework towards application of data mining in collaborative filtering / Neeti Sangwan, Naveen Dahiya -- Collaborative filtering based data mining for large data / Amrit Pal, Manish Kumar -- Big data mining using collaborative filtering / Anu Saini -- Collaborative and clustering based strategy in big data / Arushi Jain, Vishal Bhatnagar, Pulkit Sharma -- Association rule mining in collaborative filtering / Carson K.-S. Leung, Fan Jiang, Edson M. Dela Cruz, Vijay Sekar Elango -- A classification framework on opinion mining for effective recommendation systems / Mahima Goyal, Vishal Bhatnagar -- Combining user co-ratings and social trust for collaborative recommendation: a data analytics approach / Sheng-Jhe Ke, Wei-Po Lee -- Visual data mining for collaborative filtering: a state-of-the-art survey / Marenglen Biba, Narasimha Rao Vajjhala, Lediona Nishani -- Data stream mining using ensemble classifier: a collaborative approach of classifiers / Snehlata Sewakdas Dongre, Latesh G. Malik -- Statistical relational learning for collaborative filtering a state-of-the-art review / Lediona Nishani, Marenglen Biba. |
| ctrlnum | (CaBNVSL)gtp00566199 (OCoLC)953968835 |
| dewey-full | 006.3/12 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.3/12 |
| dewey-search | 006.3/12 |
| dewey-sort | 16.3 212 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Electronic eBook |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>03798nam a2200541 i 4500</leader><controlfield tag="001">ZDB-98-IGB-00147015</controlfield><controlfield tag="003">IGIG</controlfield><controlfield tag="005">20160722141843.0</controlfield><controlfield tag="006">m eo d </controlfield><controlfield tag="007">cr bn |||m|||a</controlfield><controlfield tag="008">160721s2017 paua fob 001 0 eng d</controlfield><datafield tag="010" ind1=" " ind2=" "><subfield code="z"> 2016012755</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9781522504900</subfield><subfield code="q">electronic</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="z">9781522504894</subfield><subfield code="q">print</subfield></datafield><datafield tag="024" ind1="7" ind2=" "><subfield code="a">10.4018/978-1-5225-0489-4</subfield><subfield code="2">doi</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(CaBNVSL)gtp00566199</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)953968835</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">CaBNVSL</subfield><subfield code="b">eng</subfield><subfield code="e">rda</subfield><subfield code="c">CaBNVSL</subfield><subfield code="d">CaBNVSL</subfield></datafield><datafield tag="050" ind1=" " ind2="4"><subfield code="a">QA76.9.D343</subfield><subfield code="b">C747 2017e</subfield></datafield><datafield tag="082" ind1="7" ind2=" "><subfield code="a">006.3/12</subfield><subfield code="2">23</subfield></datafield><datafield tag="245" ind1="0" ind2="0"><subfield code="a">Collaborative filtering using data mining and analysis </subfield><subfield code="c">Vishal Bhatnagar, editor.</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Hershey, Pennsylvania (701 E. Chocolate Avenue, Hershey, PA 17033, USA) :</subfield><subfield code="b">IGI Global,</subfield><subfield code="c">[2017]</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">PDFs (309 pages) :</subfield><subfield code="b">illustrations.</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="a">text</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="a">electronic</subfield><subfield code="2">isbdmedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="a">online resource</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="504" ind1=" " ind2=" "><subfield code="a">Includes bibliographical references and index.</subfield></datafield><datafield tag="505" ind1="0" ind2=" "><subfield code="a">Review of data mining techniques and parameters for recommendation of effective adaptive e-learning system / Renuka Mahajan -- Modified single pass clustering algorithm based on median as a threshold similarity value / Mamta Mittal [and 3 others] -- Dimensionality reduction techniques for text mining / Neethu Akkarapatty [and 3 others] -- History and overview of the recommender systems / Venkatesan M., Thangadurai K. -- A classification framework towards application of data mining in collaborative filtering / Neeti Sangwan, Naveen Dahiya -- Collaborative filtering based data mining for large data / Amrit Pal, Manish Kumar -- Big data mining using collaborative filtering / Anu Saini -- Collaborative and clustering based strategy in big data / Arushi Jain, Vishal Bhatnagar, Pulkit Sharma -- Association rule mining in collaborative filtering / Carson K.-S. Leung, Fan Jiang, Edson M. Dela Cruz, Vijay Sekar Elango -- A classification framework on opinion mining for effective recommendation systems / Mahima Goyal, Vishal Bhatnagar -- Combining user co-ratings and social trust for collaborative recommendation: a data analytics approach / Sheng-Jhe Ke, Wei-Po Lee -- Visual data mining for collaborative filtering: a state-of-the-art survey / Marenglen Biba, Narasimha Rao Vajjhala, Lediona Nishani -- Data stream mining using ensemble classifier: a collaborative approach of classifiers / Snehlata Sewakdas Dongre, Latesh G. Malik -- Statistical relational learning for collaborative filtering a state-of-the-art review / Lediona Nishani, Marenglen Biba.</subfield></datafield><datafield tag="506" ind1=" " ind2=" "><subfield code="a">Restricted to subscribers or individual electronic text purchasers.</subfield></datafield><datafield tag="520" ind1="3" ind2=" "><subfield code="a">"This book evaluates the latest patterns and trending topics in the utilization of data mining tools and filtering practices, featuring emergent research and optimization techniques in the areas of opinion mining, text mining, and sentiment analysis"--Provided by publisher.</subfield></datafield><datafield tag="530" ind1=" " ind2=" "><subfield code="a">Also available in print.</subfield></datafield><datafield tag="538" ind1=" " ind2=" "><subfield code="a">Mode of access: World Wide Web.</subfield></datafield><datafield tag="588" ind1=" " ind2=" "><subfield code="a">Description based on title screen (IGI Global, viewed 07/21/2016).</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Data mining.</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Multiagent systems.</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Recommender systems (Information filtering)</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Big data</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Clustering algorithms</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Data stream mining</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">E-learning systems</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Recommender systems</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Statistical rational learning</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Text mining</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Bhatnagar, Vishal</subfield><subfield code="d">1977-</subfield><subfield code="e">editor.</subfield></datafield><datafield tag="710" ind1="2" ind2=" "><subfield code="a">IGI Global,</subfield><subfield code="e">publisher.</subfield></datafield><datafield tag="776" ind1="0" ind2=" "><subfield code="c">(Original)</subfield><subfield code="w">(DLC)2016012755</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Print version:</subfield><subfield code="z">1522504893</subfield><subfield code="z">9781522504894</subfield><subfield code="w">(DLC) 2016012755</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="l">FWS01</subfield><subfield code="p">ZDB-98-IGB</subfield><subfield code="q">FWS_PDA_IGB</subfield><subfield code="u">http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-5225-0489-4</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-98-IGB</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-863</subfield></datafield></record></collection> |
| id | ZDB-98-IGB-00147015 |
| illustrated | Illustrated |
| indexdate | 2024-07-16T15:51:48Z |
| institution | BVB |
| isbn | 9781522504900 |
| language | English |
| oclc_num | 953968835 |
| open_access_boolean | |
| owner | DE-863 DE-BY-FWS |
| owner_facet | DE-863 DE-BY-FWS |
| physical | PDFs (309 pages) : illustrations. Also available in print. |
| psigel | ZDB-98-IGB |
| publishDate | 2017 |
| publishDateSearch | 2017 |
| publishDateSort | 2017 |
| publisher | IGI Global, |
| record_format | marc |
| spelling | Collaborative filtering using data mining and analysis Vishal Bhatnagar, editor. Hershey, Pennsylvania (701 E. Chocolate Avenue, Hershey, PA 17033, USA) : IGI Global, [2017] PDFs (309 pages) : illustrations. text rdacontent electronic isbdmedia online resource rdacarrier Includes bibliographical references and index. Review of data mining techniques and parameters for recommendation of effective adaptive e-learning system / Renuka Mahajan -- Modified single pass clustering algorithm based on median as a threshold similarity value / Mamta Mittal [and 3 others] -- Dimensionality reduction techniques for text mining / Neethu Akkarapatty [and 3 others] -- History and overview of the recommender systems / Venkatesan M., Thangadurai K. -- A classification framework towards application of data mining in collaborative filtering / Neeti Sangwan, Naveen Dahiya -- Collaborative filtering based data mining for large data / Amrit Pal, Manish Kumar -- Big data mining using collaborative filtering / Anu Saini -- Collaborative and clustering based strategy in big data / Arushi Jain, Vishal Bhatnagar, Pulkit Sharma -- Association rule mining in collaborative filtering / Carson K.-S. Leung, Fan Jiang, Edson M. Dela Cruz, Vijay Sekar Elango -- A classification framework on opinion mining for effective recommendation systems / Mahima Goyal, Vishal Bhatnagar -- Combining user co-ratings and social trust for collaborative recommendation: a data analytics approach / Sheng-Jhe Ke, Wei-Po Lee -- Visual data mining for collaborative filtering: a state-of-the-art survey / Marenglen Biba, Narasimha Rao Vajjhala, Lediona Nishani -- Data stream mining using ensemble classifier: a collaborative approach of classifiers / Snehlata Sewakdas Dongre, Latesh G. Malik -- Statistical relational learning for collaborative filtering a state-of-the-art review / Lediona Nishani, Marenglen Biba. Restricted to subscribers or individual electronic text purchasers. "This book evaluates the latest patterns and trending topics in the utilization of data mining tools and filtering practices, featuring emergent research and optimization techniques in the areas of opinion mining, text mining, and sentiment analysis"--Provided by publisher. Also available in print. Mode of access: World Wide Web. Description based on title screen (IGI Global, viewed 07/21/2016). Data mining. Multiagent systems. Recommender systems (Information filtering) Big data Clustering algorithms Data stream mining E-learning systems Recommender systems Statistical rational learning Text mining Bhatnagar, Vishal 1977- editor. IGI Global, publisher. (Original) (DLC)2016012755 Print version: 1522504893 9781522504894 (DLC) 2016012755 FWS01 ZDB-98-IGB FWS_PDA_IGB http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-5225-0489-4 Volltext |
| spellingShingle | Collaborative filtering using data mining and analysis Review of data mining techniques and parameters for recommendation of effective adaptive e-learning system / Renuka Mahajan -- Modified single pass clustering algorithm based on median as a threshold similarity value / Mamta Mittal [and 3 others] -- Dimensionality reduction techniques for text mining / Neethu Akkarapatty [and 3 others] -- History and overview of the recommender systems / Venkatesan M., Thangadurai K. -- A classification framework towards application of data mining in collaborative filtering / Neeti Sangwan, Naveen Dahiya -- Collaborative filtering based data mining for large data / Amrit Pal, Manish Kumar -- Big data mining using collaborative filtering / Anu Saini -- Collaborative and clustering based strategy in big data / Arushi Jain, Vishal Bhatnagar, Pulkit Sharma -- Association rule mining in collaborative filtering / Carson K.-S. Leung, Fan Jiang, Edson M. Dela Cruz, Vijay Sekar Elango -- A classification framework on opinion mining for effective recommendation systems / Mahima Goyal, Vishal Bhatnagar -- Combining user co-ratings and social trust for collaborative recommendation: a data analytics approach / Sheng-Jhe Ke, Wei-Po Lee -- Visual data mining for collaborative filtering: a state-of-the-art survey / Marenglen Biba, Narasimha Rao Vajjhala, Lediona Nishani -- Data stream mining using ensemble classifier: a collaborative approach of classifiers / Snehlata Sewakdas Dongre, Latesh G. Malik -- Statistical relational learning for collaborative filtering a state-of-the-art review / Lediona Nishani, Marenglen Biba. Data mining. Multiagent systems. Recommender systems (Information filtering) |
| title | Collaborative filtering using data mining and analysis |
| title_auth | Collaborative filtering using data mining and analysis |
| title_exact_search | Collaborative filtering using data mining and analysis |
| title_full | Collaborative filtering using data mining and analysis Vishal Bhatnagar, editor. |
| title_fullStr | Collaborative filtering using data mining and analysis Vishal Bhatnagar, editor. |
| title_full_unstemmed | Collaborative filtering using data mining and analysis Vishal Bhatnagar, editor. |
| title_short | Collaborative filtering using data mining and analysis |
| title_sort | collaborative filtering using data mining and analysis |
| topic | Data mining. Multiagent systems. Recommender systems (Information filtering) |
| topic_facet | Data mining. Multiagent systems. Recommender systems (Information filtering) |
| url | http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-5225-0489-4 |
| work_keys_str_mv | AT bhatnagarvishal collaborativefilteringusingdataminingandanalysis AT igiglobal collaborativefilteringusingdataminingandanalysis |