Spatio-temporal recommendation in social media:
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Singapore
Springer
[2016]
|
| Series: | SpringerBriefs in computer science
|
| Subjects: | |
| Online Access: | BTU01 FHA01 FHI01 FHM01 FHN01 FHR01 FKE01 FRO01 HTW01 UBG01 UBM01 UBR01 UBT01 UBW01 UER01 UPA01 Volltext Inhaltsverzeichnis Abstract |
| Physical Description: | 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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Record in the Search Index
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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.
|
| any_adam_object | 1 |
| author | Yin, Hongzhi Cui, Bin |
| author_facet | Yin, Hongzhi Cui, Bin |
| author_role | aut aut |
| author_sort | Yin, Hongzhi |
| author_variant | h y hy b c bc |
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| dewey-full | 006.312 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.312 |
| dewey-search | 006.312 |
| dewey-sort | 16.312 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| doi_str_mv | 10.1007/978-981-10-0748-4 |
| format | Electronic eBook |
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| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:29:22Z |
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| isbn | 9789811007484 |
| issn | 2191-5768 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-028994244 |
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| publishDateSearch | 2016 |
| publishDateSort | 2016 |
| publisher | Springer |
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| series2 | SpringerBriefs in computer science |
| spelling | Yin, Hongzhi Verfasser aut Spatio-temporal recommendation in social media Hongzhi Yin, Bin Cui Singapore Springer [2016] © 2016 1 Online-Ressource (XIII, 114 Seiten, 26 illus., 22 illus. in color) txt rdacontent c rdamedia cr rdacarrier SpringerBriefs in computer science 2191-5768 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 Cui, Bin Verfasser aut Erscheint auch als Druckausgabe 978-981-10-0747-7 https://doi.org/10.1007/978-981-10-0748-4 Verlag URL des Erstveröffentlichers Volltext Springer Fremddatenuebernahme application/pdf 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 Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf 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 Abstract |
| 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 |