Collaborative filtering using data mining and analysis:
Gespeichert in:
| Weitere Verfasser: | |
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Hershey PA, USA
Information Science Reference, an imprint of IGI Global
[2017]
|
| Schriftenreihe: | Advances in data mining and database management (ADMDM) book series
Premier reference source |
| Online-Zugang: | DE-1050 DE-573 DE-1049 DE-91 DE-706 DE-20 DE-898 DE-83 Volltext Inhaltsverzeichnis |
| Beschreibung: | 1 Online-Ressource (xxv, 309 Seiten) |
| ISBN: | 9781522504900 |
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Datensatz im Suchindex
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Titel: Collaborative filtering using data mining and analysis
Autor: Bhatnagar, Vishal
Jahr: 2017
Table of Contents
Foreword
XV
Preface
XVI
Acknowledgment
XXIV
Section 1
Data Mining Techniques and Analysis: An Overview
Chapter 1
Review of Data Mining Techniques and Parameters for Recommendation of Effective Adaptive
Renuka Mahajan, Amity University UP, India
Chapter 2
Modified Single Pass Clustering Algorithm Based on Median as a Threshold Similarity Value.24
Mamta Mittal, G. B. Pant Govt. Engineering College, India
R. K. Sharma, Thapar University, India
V.P. Singh, Thapar University, India
Lalit Mohan Goyal, Bharati Vidyapeeth College of Enineering, India
E-Learning System.
1
Chapter 3
Dimensionality Reduction Techniques for Text Mining.
Neethu Akkarapatty, SCMS School of Engineering and Technology, India
Anjaly Muralidharan, SCMS School of Engineering and Technology, India
Nisha S. Raj, SCMS School of Engineering and Technology, India
Vinod P., SCMS School of Engineering and Technology, India
49
Section 2
Collaborative Filtering: An Introduction
Chapter 4
History and Overview of the Recommender Systems.
Venkatesan M., Government Arts College (Autonomous), India
Thangadurai K., Government Arts College (Autonomous), India
74
Chapter 5
A Classification Framework Towards Application of Data Mining in Collaborative Filtering.100
Neeti Sangwan, Maharaja Surajmal Institute of Technology, India
Naveen Dahiya, Maharaja Surajmal Institute of Technology, India
Chapter 6
Collaborative Filtering Based Data Mining for Large Data.115
Amrit Pal, Indian Institute of Information Technology Allahabad, India
Manish Kumar, Indian Institute of Information Technology Allahabad, India
Chapter 7
Big Data Mining Using Collaborative Filtering.128
Anu Saini, G.B. Pant Engineering College, India
Section 3
Applications of Data Mining Techniques and Data Analysis in Collaborative Filtering
Chapter 8
Collaborative and Clustering Based Strategy in Big Data.140
Arushi Jain, Ambedkar Institute of Advanced Communication Technologies and Research,
India
Vishal Bhatnagar, Ambedkar Institute of Advanced Communication Technologies and
Research, India
Pulkit Sharma, Ambedkar Institute of Advanced Communication Technologies and Research,
India
Chapter 9
Association Rule Mining in Collaborative Filtering.159
Carson K. Leung, University of Manitoba, Canada
Fan Jiang, University of Manitoba, Canada
Edson M. Déla Cruz, University of Manitoba, Canada
Vijay Sekar Elango, University of Manitoba, Canada
Chapter 10
A Classification Framework on Opinion Mining for Effective Recommendation Systems.180
Mahima Goyal, Ambedkar Institute of Advanced Communication Technologies and
Research, India
Vishal Bhatnagar, Ambedkar Institute of Advanced Communication Technologies and
Research, India
Chapter 11
Combining User Co-Ratings and Social Trust for Collaborative Recommendation: A Data
Analytics Approach.195
Sheng-Jhe Ke, National Sun Yat-Sen University, Taiwan
Wei-Po Lee, National Sun Yat-Sen University, Taiwan
Chapter 12
Visual Data Mining for Collaborative Filtering: A State-of-the-Art Survey.217
Marenglen Biba, University of New York Tirana, Albania
Narasimha Rao Vajjhala, University of New York Tirana, Albania
Lediona Nishani, University of New York Tirana, Albania
Chapter 13
Data Stream Mining Using Ensemble Classifier: A Collaborative Approach of Classifiers.236
Snehlata Sewakdas Dongre, Ghrce Nagpur, India
Latesh G. Malik, Ghrce Nagpur, India
Chapter 14
Statistical Relational Learning for Collaborative Filtering a State-of-the-Art Review.250
Lediona Nishani, University of New York Tirana, Albania
Marenglen Biba, University of New York in Tirana, Albania
Compilation of References.270
About the Contributors.302
Index.307 |
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| spelling | Collaborative filtering using data mining and analysis Vishal Bhatnagar (Ambedkar Institute of Advanced Communication Technologies and Research, India) Hershey PA, USA Information Science Reference, an imprint of IGI Global [2017] © 2017 1 Online-Ressource (xxv, 309 Seiten) txt rdacontent c rdamedia cr rdacarrier Advances in data mining and database management (ADMDM) book series Premier reference source Bhatnagar, Vishal edt Erscheint auch als Druck-Ausgabe 978-1-5225-0489-4 Erscheint auch als Druck-Ausgabe 1-5225-0489-3 http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-5225-0489-4 Verlag URL des Erstveröffentlichers Volltext HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029652870&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Collaborative filtering using data mining and analysis |
| title | Collaborative filtering using data mining and analysis |
| title_auth | Collaborative filtering using data mining and analysis |
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| title_full | Collaborative filtering using data mining and analysis Vishal Bhatnagar (Ambedkar Institute of Advanced Communication Technologies and Research, India) |
| title_fullStr | Collaborative filtering using data mining and analysis Vishal Bhatnagar (Ambedkar Institute of Advanced Communication Technologies and Research, India) |
| title_full_unstemmed | Collaborative filtering using data mining and analysis Vishal Bhatnagar (Ambedkar Institute of Advanced Communication Technologies and Research, India) |
| title_short | Collaborative filtering using data mining and analysis |
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