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Collaborative filtering using data m...

Bhatnagar, Vishal, (1977-)

Collaborative filtering using data mining and analysis

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Collaborative filtering using data mining and analysisVishal Bhatnagar, editor.
其他作者:	Bhatnagar, Vishal,
出版者:	Hershey, Pennsylvania :IGI Global,[2017]
面頁冊數:	1 online resource (309 pages) :ill.
標題:	Data mining.
電子資源:	http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-5225-0489-4
ISBN:	9781522504900 (ebk.)

Collaborative filtering using data mining and analysis
Collaborative filtering using data mining and analysis[electronic resource] /Vishal Bhatnagar, editor. - Hershey, Pennsylvania :IGI Global,[2017] - 1 online resource (309 pages) :ill.

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.

Mode of access: World Wide Web.

ISBN: 9781522504900 (ebk.)Subjects--Topical Terms:

184440
Data mining.
Subjects--Index Terms:

Big data

LC Class. No.: QA76.9.D343 / C747 2017e

Dewey Class. No.: 006.3/12

Collaborative filtering using data mining and analysis
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245 0 0 $a Collaborative filtering using data mining and analysis $h [electronic resource] / $c Vishal Bhatnagar, editor.
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300 $a 1 online resource (309 pages) : $b ill.
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. $3 184440
650 0 $a Recommender systems (Information filtering) $3 310886
650 0 $a Multiagent systems. $3 484868
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- $3 669524
856 4 0 $u http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-5225-0489-4