Verfügbarkeit: Spatio-temporal recommendation in social media

Spatio-temporal recommendation in social media:

Gespeichert in:

Bibliographische Detailangaben
Beteiligte Personen:	Yin, Hongzhi (VerfasserIn), Cui, Bin (VerfasserIn)
Format:	Elektronisch E-Book
Sprache:	Englisch
Veröffentlicht:	Singapore Springer [2016]
Schriftenreihe:	SpringerBriefs in computer science
Schlagwörter:	Computer science Database management Data mining Information storage and retrieval Computer Science Data Mining and Knowledge Discovery Information Storage and Retrieval Information Systems Applications (incl. Internet) Database Management Informatik
Links:	https://doi.org/10.1007/978-981-10-0748-4 https://doi.org/10.1007/978-981-10-0748-4 https://doi.org/10.1007/978-981-10-0748-4 https://doi.org/10.1007/978-981-10-0748-4 https://doi.org/10.1007/978-981-10-0748-4 https://doi.org/10.1007/978-981-10-0748-4 https://doi.org/10.1007/978-981-10-0748-4 https://doi.org/10.1007/978-981-10-0748-4 https://doi.org/10.1007/978-981-10-0748-4 https://doi.org/10.1007/978-981-10-0748-4 https://doi.org/10.1007/978-981-10-0748-4 https://doi.org/10.1007/978-981-10-0748-4 https://doi.org/10.1007/978-981-10-0748-4 https://doi.org/10.1007/978-981-10-0748-4 https://doi.org/10.1007/978-981-10-0748-4 https://doi.org/10.1007/978-981-10-0748-4 https://doi.org/10.1007/978-981-10-0748-4 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028994244&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028994244&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
Umfang:	1 Online-Ressource (XIII, 114 Seiten, 26 illus., 22 illus. in color)
ISBN:	9789811007484
ISSN:	2191-5768
DOI:	10.1007/978-981-10-0748-4

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Datensatz im Suchindex

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adam_text	SPATIO-TEMPORAL RECOMMENDATION IN SOCIAL MEDIA / YIN, HONGZHI : 2016 TABLE OF CONTENTS / INHALTSVERZEICHNIS 1. INTRODUCTION 2. TEMPORAL CONTEXT-AWARE RECOMMENDATION 3. SPATIAL CONTEXT-AWARE RECOMMENDATION 4. LOCATION-BASED AND REAL-TIME RECOMMENDATION 5. FAST ONLINE RECOMMENDATION DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. SPATIO-TEMPORAL RECOMMENDATION IN SOCIAL MEDIA / YIN, HONGZHI : 2016 ABSTRACT / INHALTSTEXT THIS BOOK COVERS THE MAJOR FUNDAMENTALS OF AND THE LATEST RESEARCH ON NEXT-GENERATION SPATIO-TEMPORAL RECOMMENDATION SYSTEMS IN SOCIAL MEDIA. IT BEGINS BY DESCRIBING THE EMERGING CHARACTERISTICS OF SOCIAL MEDIA IN THE ERA OF MOBILE INTERNET, AND EXPLORES THE LIMITATIONS TO BE FOUND IN CURRENT RECOMMENDER TECHNIQUES. THE BOOK SUBSEQUENTLY PRESENTS A SERIES OF LATENT-CLASS USER MODELS TO SIMULATE USERS’ BEHAVIORS IN DECISION-MAKING PROCESSES, WHICH EFFECTIVELY OVERCOME THE CHALLENGES ARISING FROM TEMPORAL DYNAMICS OF USERS’ BEHAVIORS, USER INTEREST DRIFT OVER GEOGRAPHICAL REGIONS, DATA SPARSITY AND COLD START. BASED ON THESE WELL DESIGNED USER MODELS, THE BOOK DEVELOPS EFFECTIVE MULTI-DIMENSIONAL INDEX STRUCTURES SUCH AS METRIC-TREE, AND PROPOSES EFFICIENT TOP-K RETRIEVAL ALGORITHMS TO ACCELERATE THE PROCESS OF ONLINE RECOMMENDATION AND SUPPORT REAL-TIME RECOMMENDATION. IN ADDITION, IT OFFERS METHODOLOGIES AND TECHNIQUES FOR EVALUATING BOTH THE EFFECTIVENESS AND EFFICIENCY OF SPATIO-TEMPORAL RECOMMENDATION SYSTEMS IN SOCIAL MEDIA. THE BOOK WILL APPEAL TO A BROAD READERSHIP, FROM RESEARCHERS AND DEVELOPERS TO UNDERGRADUATE AND GRADUATE STUDENTS DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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spellingShingle	Yin, Hongzhi Cui, Bin Spatio-temporal recommendation in social media Computer science Database management Data mining Information storage and retrieval Computer Science Data Mining and Knowledge Discovery Information Storage and Retrieval Information Systems Applications (incl. Internet) Database Management Informatik
title	Spatio-temporal recommendation in social media
title_auth	Spatio-temporal recommendation in social media
title_exact_search	Spatio-temporal recommendation in social media
title_full	Spatio-temporal recommendation in social media Hongzhi Yin, Bin Cui
title_fullStr	Spatio-temporal recommendation in social media Hongzhi Yin, Bin Cui
title_full_unstemmed	Spatio-temporal recommendation in social media Hongzhi Yin, Bin Cui
title_short	Spatio-temporal recommendation in social media
title_sort	spatio temporal recommendation in social media
topic	Computer science Database management Data mining Information storage and retrieval Computer Science Data Mining and Knowledge Discovery Information Storage and Retrieval Information Systems Applications (incl. Internet) Database Management Informatik
topic_facet	Computer science Database management Data mining Information storage and retrieval Computer Science Data Mining and Knowledge Discovery Information Storage and Retrieval Information Systems Applications (incl. Internet) Database Management Informatik
url	https://doi.org/10.1007/978-981-10-0748-4 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028994244&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028994244&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
work_keys_str_mv	AT yinhongzhi spatiotemporalrecommendationinsocialmedia AT cuibin spatiotemporalrecommendationinsocialmedia

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