Recommender systems handbook:
Gespeichert in:
| Weitere Verfasser: | , , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
New York
Springer
[2015]
|
| Ausgabe: | Second edition |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | xvii, 1003 Seiten Illustrationen, Diagramme |
| ISBN: | 9781489976369 |
Internformat
MARC
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| 245 | 1 | 0 | |a Recommender systems handbook |c Francesco Ricci, Lior Rokach, Bracha Shapira (editors) |
| 250 | |a Second edition | ||
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| 264 | 4 | |c © 2015 | |
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Datensatz im Suchindex
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|---|---|
| adam_text | Contents
1 Recommender Systems: Introduction and Challenges............ 1
Francesco Ricci, Lior Rokach, and Bracha Shapira
Part I Recommendation Techniques
2 A Comprehensive Survey of Neighborhood-Based
Recommendation Methods....................................... 37
Xia Ning, Christian Desrosiers, and George Karypis
3 Advances in Collaborative Filtering.......................... 77
Yehuda Koren and Robert Bell
4 Semantics-Aware Content-Based Recommender Systems .......... 119
Marco de Geromis, Pasquale Lops, Cataldo Mušto,
Fedelucio Narducci, and Giovanni Semeraro
5 Constraint-Based Recommender Systems ....................... 161
Alexander Felfernig, Gerhard Friedrich, Dietmar Jannach,
and Markus Zanker
6 Context-Aware Recommender Systems........................... 191
Gediminas Adomavičius and Alexander TUzhilin
7 Data Mining Methods for Recommender Systems................. 227
Xavier Amatriain and Josep M. Pujol
Part II Recommender Systems Evaluation
8 Evaluating Recommender Systems.............................. 265
Asela Gunawardana and Guy Shani
9 Evaluating Recommender Systems with User Experiments........ 309
Bart P. Knijnenburg and Martijn C. Willemsen
ix
X
Contents
10 Explaining Recommendations: Design and Evaluation............ 353
Nava Tintarev and Judith Masthoff
Part III Recommendation Techniques
11 Recommender Systems in Industry: A Netflix Case Study... 385
Xavier Amatriain and Justin Basilico
12 Panorama of Recommender Systems to Support Learning..... 421
Hendrik Drachsler, Katrien Verbert, Olga C. Santos,
and Nikos Manouselis
13 Music Recommender Systems............................... 453
Markus Schedl, Peter Knees, Brian McFee, Dmitry Bogdanov,
and Marius Kaminskas
14 The Anatomy of Mobile Location-Based Recommender Systems — 493
Neal Lathia
15 Social Recommender Systems....................................... 511
Ido Guy
16 People-to-People Reciprocal Recommenders......................... 545
Irena Koprinska and Kalina Yacef
17 Collaboration, Reputation and Recommender Systems
in Social Web Search............................................ 569
Barry Smyth, Maurice Coyle, Peter Briggs, Kevin McNally,
and Michael P. O’Mahony
Part IV Human Computer Interaction
18 Human Decision Making and Recommender Systems............... 611
Anthony Jameson, Martijn C. Willemsen,
Alexander Felfemig, Marco de Gemmis, Pasquale
Lops, Giovanni Semeraro, and Li Chen
19 Privacy Aspects of Recommender Systems...................... 649
Arik Friedman, Bart P. Knijnenburg, Kris Vanhecke,
Luc Martens, and Shlomo Berkovsky
20 Source Factors in Recommender System Credibility Evaluation. 689
Kyung-Hyan Yoo, Ulrike Gretzel, and Markus Zänker
21 Personality and Recommender Systems......................... 715
Marko Tkalcic and Li Chen
Contents xi
Part V Advanced Topics
22 Group Recommender Systems: Aggregation, Satisfaction
and Group Attributes.......................................... 743
Judith Masthoff
23 Aggregation Functions for Recommender Systems................. Ill
Gleb Beliakov, Tomasa Calvo, and Simon James
24 Active Learning in Recommender Systems........................ 809
Neil Rubens, Mehdi Elahi, Masashi Sugiyama,
and Dain Kaplan
25 Multi-Criteria Recommender Systems............................ 847
Gediminas Adomavicius and YoungOk Kwon
26 Novelty and Diversity in Recommender Systems.................. 881
Pablo Castells, Neil J. Hurley, and Saul Vargas
27 Cross-Domain Recommender Systems.............................. 919
Ivan Cantador, Ignacio Femandez-Tobias, Shlomo Berkovsky,
and Paolo Cremonesi
28 Robust Collaborative Recommendation........................... 961
Robin Burke, Michael P. O’Mahony, and Neil J. Hurley
Index
997
|
| any_adam_object | 1 |
| author2 | Ricci, Francesco Roḳaḥ, Liʾor Shapira, Bracha |
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| author_facet | Ricci, Francesco Roḳaḥ, Liʾor Shapira, Bracha |
| building | Verbundindex |
| bvnumber | BV043214006 |
| classification_rvk | ST 515 |
| ctrlnum | (OCoLC)935904837 (DE-599)GBV834091399 |
| dewey-full | 004 006.33 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 004 - Computer science 006 - Special computer methods |
| dewey-raw | 004 006.33 |
| dewey-search | 004 006.33 |
| dewey-sort | 14 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| edition | Second edition |
| format | Book |
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| indexdate | 2024-07-10T07:20:44Z |
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| isbn | 9781489976369 |
| language | English |
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| spelling | Recommender systems handbook Francesco Ricci, Lior Rokach, Bracha Shapira (editors) Second edition New York Springer [2015] © 2015 xvii, 1003 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Empfehlungssystem (DE-588)7511891-9 gnd rswk-swf Erfolgskontrolle (DE-588)4015228-5 gnd rswk-swf Mensch-Maschine-Kommunikation (DE-588)4125909-9 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Empfehlungssystem (DE-588)7511891-9 s Erfolgskontrolle (DE-588)4015228-5 s DE-604 Mensch-Maschine-Kommunikation (DE-588)4125909-9 s Ricci, Francesco (DE-588)1014969670 edt Roḳaḥ, Liʾor (DE-588)1060772868 edt Shapira, Bracha edt Erscheint auch als Online-Ausgabe 978-1-4899-7637-6 Digitalisierung UB Regensburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028637098&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Recommender systems handbook Empfehlungssystem (DE-588)7511891-9 gnd Erfolgskontrolle (DE-588)4015228-5 gnd Mensch-Maschine-Kommunikation (DE-588)4125909-9 gnd |
| subject_GND | (DE-588)7511891-9 (DE-588)4015228-5 (DE-588)4125909-9 (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 | Empfehlungssystem (DE-588)7511891-9 gnd Erfolgskontrolle (DE-588)4015228-5 gnd Mensch-Maschine-Kommunikation (DE-588)4125909-9 gnd |
| topic_facet | Empfehlungssystem Erfolgskontrolle Mensch-Maschine-Kommunikation Aufsatzsammlung |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028637098&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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