Recommender systems handbook:
Gespeichert in:
| Weitere Verfasser: | , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
New York
Springer
[2015]
|
| Ausgabe: | Second edition |
| Schlagworte: | |
| Online-Zugang: | Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online-Ressource (xvii, 1003 Seiten) Illustrationen, Diagramme (überwiegend farbig) |
| ISBN: | 9781489976376 |
| DOI: | 10.1007/978-1-4899-7637-6 |
Internformat
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Datensatz im Suchindex
| _version_ | 1804175707321925632 |
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| adam_text | RECOMMENDER SYSTEMS HANDBOOK
/
: 2015
TABLE OF CONTENTS / INHALTSVERZEICHNIS
RECOMMENDER SYSTEMS: INTRODUCTION AND CHALLENGES
A COMPREHENSIVE SURVEY OF NEIGHBORHOOD-BASED RECOMMENDATION METHODS
ADVANCES IN COLLABORATIVE FILTERING
SEMANTICS-AWARE CONTENT-BASED RECOMMENDER SYSTEMS
CONSTRAINT-BASED RECOMMENDER SYSTEMS
CONTEXT-AWARE RECOMMENDER SYSTEMS
DATA MINING METHODS FOR RECOMMENDER SYSTEMS
EVALUATING RECOMMENDER SYSTEMS
EVALUATING RECOMMENDER SYSTEMS WITH USER EXPERIMENTS
EXPLAINING RECOMMENDATIONS: DESIGN AND EVALUATION
RECOMMENDER SYSTEMS IN INDUSTRY: A NETFLIX CASE STUDY
PANORAMA OF RECOMMENDER SYSTEMS TO SUPPORT LEARNING
MUSIC RECOMMENDER SYSTEMS
THE ANATOMY OF MOBILE LOCATION-BASED RECOMMENDER SYSTEMS
SOCIAL RECOMMENDER SYSTEMS
PEOPLE-TO-PEOPLE RECIPROCAL RECOMMENDERS
COLLABORATION, REPUTATION AND RECOMMENDER SYSTEMS IN SOCIAL WEB SEARCH
HUMAN DECISION MAKING AND RECOMMENDER SYSTEMS
PRIVACY ASPECTS OF RECOMMENDER SYSTEMS
SOURCE FACTORS IN RECOMMENDER SYSTEM CREDIBILITY EVALUATION
PERSONALITY AND RECOMMENDER SYSTEMS
GROUP RECOMMENDER SYSTEMS: AGGREGATION, SATISFACTION AND GROUP
ATTRIBUTES
AGGREGATION FUNCTIONS FOR RECOMMENDER SYSTEMS
ACTIVE LEARNING IN RECOMMENDER SYSTEMS
MULTI-CRITERIA RECOMMENDER SYSTEMS
NOVELTY AND DIVERSITY IN RECOMMENDER SYSTEMS
CROSS-DOMAIN RECOMMENDER SYSTEMS
ROBUST COLLABORATIVE RECOMMENDATION
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
RECOMMENDER SYSTEMS HANDBOOK
/
: 2015
ABSTRACT / INHALTSTEXT
THIS SECOND EDITION OF A WELL-RECEIVED TEXT, WITH 20 NEW CHAPTERS,
PRESENTS A COHERENT AND UNIFIED REPOSITORY OF RECOMMENDER SYSTEMS’
MAJOR CONCEPTS, THEORIES, METHODOLOGIES, TRENDS, AND CHALLENGES. A
VARIETY OF REAL-WORLD APPLICATIONS AND DETAILED CASE STUDIES ARE
INCLUDED. IN ADDITION TO WHOLESALE REVISION OF THE EXISTING CHAPTERS,
THIS EDITION INCLUDES NEW TOPICS INCLUDING: DECISION MAKING AND
RECOMMENDER SYSTEMS, RECIPROCAL RECOMMENDER SYSTEMS, RECOMMENDER SYSTEMS
IN SOCIAL NETWORKS, MOBILE RECOMMENDER SYSTEMS, EXPLANATIONS FOR
RECOMMENDER SYSTEMS, MUSIC RECOMMENDER SYSTEMS, CROSS-DOMAIN
RECOMMENDATIONS, PRIVACY IN RECOMMENDER SYSTEMS, AND SEMANTIC-BASED
RECOMMENDER SYSTEMS. THIS MULTI-DISCIPLINARY HANDBOOK INVOLVES
WORLD-WIDE EXPERTS FROM DIVERSE FIELDS SUCH AS ARTIFICIAL INTELLIGENCE,
HUMAN-COMPUTER INTERACTION, INFORMATION RETRIEVAL, DATA MINING,
MATHEMATICS, STATISTICS, ADAPTIVE USER INTERFACES, DECISION SUPPORT
SYSTEMS, PSYCHOLOGY, MARKETING, AND CONSUMER BEHAVIOR. THEORETICIANS AND
PRACTITIONERS FROM THESE FIELDS WILL FIND THIS REFERENCE TO BE AN
INVALUABLE SOURCE OF IDEAS, METHODS AND TECHNIQUES FOR DEVELOPING MORE
EFFICIENT, COST-EFFECTIVE AND ACCURATE RECOMMENDER SYSTEMS
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
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| author2 | Ricci, Francesco Roḳaḥ, Liʾor Shapira, Bracha |
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| discipline | Allgemeines Informatik |
| doi_str_mv | 10.1007/978-1-4899-7637-6 |
| edition | Second edition |
| format | Electronic eBook |
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| institution | BVB |
| isbn | 9781489976376 |
| language | English |
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| spelling | Recommender systems handbook Francesco Ricci, Lior Rokach, Bracha Shapira, editors Second edition New York Springer [2015] © 2015 1 Online-Ressource (xvii, 1003 Seiten) Illustrationen, Diagramme (überwiegend farbig) txt rdacontent c rdamedia cr rdacarrier Computer science Information storage and retrieval Artificial intelligence Computer Science Information Storage and Retrieval Artificial Intelligence (incl. Robotics) Informatik Künstliche Intelligenz Erfolgskontrolle (DE-588)4015228-5 gnd rswk-swf Mensch-Maschine-Kommunikation (DE-588)4125909-9 gnd rswk-swf Empfehlungssystem (DE-588)7511891-9 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Empfehlungssystem (DE-588)7511891-9 s Mensch-Maschine-Kommunikation (DE-588)4125909-9 s DE-604 Erfolgskontrolle (DE-588)4015228-5 s 1\p DE-604 Ricci, Francesco (DE-588)1014969670 edt Roḳaḥ, Liʾor (DE-588)1060772868 edt Shapira, Bracha (DE-588)1091589828 edt Erscheint auch als Druck-Ausgabe 978-1-4899-7636-9 https://doi.org/10.1007/978-1-4899-7637-6 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=028632191&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=028632191&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Recommender systems handbook Computer science Information storage and retrieval Artificial intelligence Computer Science Information Storage and Retrieval Artificial Intelligence (incl. Robotics) Informatik Künstliche Intelligenz Erfolgskontrolle (DE-588)4015228-5 gnd Mensch-Maschine-Kommunikation (DE-588)4125909-9 gnd Empfehlungssystem (DE-588)7511891-9 gnd |
| subject_GND | (DE-588)4015228-5 (DE-588)4125909-9 (DE-588)7511891-9 (DE-588)4143413-4 |
| title | Recommender systems handbook |
| title_auth | Recommender systems handbook |
| title_exact_search | Recommender systems handbook |
| title_full | Recommender systems handbook Francesco Ricci, Lior Rokach, Bracha Shapira, editors |
| title_fullStr | Recommender systems handbook Francesco Ricci, Lior Rokach, Bracha Shapira, editors |
| title_full_unstemmed | Recommender systems handbook Francesco Ricci, Lior Rokach, Bracha Shapira, editors |
| title_short | Recommender systems handbook |
| title_sort | recommender systems handbook |
| topic | Computer science Information storage and retrieval Artificial intelligence Computer Science Information Storage and Retrieval Artificial Intelligence (incl. Robotics) Informatik Künstliche Intelligenz Erfolgskontrolle (DE-588)4015228-5 gnd Mensch-Maschine-Kommunikation (DE-588)4125909-9 gnd Empfehlungssystem (DE-588)7511891-9 gnd |
| topic_facet | Computer science Information storage and retrieval Artificial intelligence Computer Science Information Storage and Retrieval Artificial Intelligence (incl. Robotics) Informatik Künstliche Intelligenz Erfolgskontrolle Mensch-Maschine-Kommunikation Empfehlungssystem Aufsatzsammlung |
| url | https://doi.org/10.1007/978-1-4899-7637-6 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028632191&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=028632191&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT riccifrancesco recommendersystemshandbook AT rokahliʾor recommendersystemshandbook AT shapirabracha recommendersystemshandbook |