000 03863nam a22006015i 4500
001 978-3-031-44943-7
003 DE-He213
005 20251030110841.0
007 cr nn 008mamaa
008 231127s2024 sz | s |||| 0|eng d
020 _a9783031449437
_9978-3-031-44943-7
024 7 _a10.1007/978-3-031-44943-7
_2doi
050 4 _aTK5101-5105.9
072 7 _aTJK
_2bicssc
072 7 _aTEC041000
_2bisacsh
072 7 _aTJK
_2thema
245 1 0 _aGroup Recommender Systems
_h[electronic resource] :
_bAn Introduction /
_cedited by Alexander Felfernig, Ludovico Boratto, Martin Stettinger, Marko Tkalčič.
250 _a2nd ed. 2024.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2024.
300 _aXI, 181 p. 29 illus., 15 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSignals and Communication Technology,
_x1860-4870
505 0 _aIntroduction -- Group Recommendation Techniques -- Decision Tasks and Basic Algorithms -- Algorithms for Group Recommendation -- Evaluating Group Recommender Systems -- Part 2. Group Recommender User Interfaces -- Group Recommender Applications -- Handling Preferences -- Explanations for Groups -- Part 3. Group Decision Processes -- Further Choice Scenarios -- Biases in Group Decisions -- Personality, Emotions, and Group Dynamics -- Conclusions.
520 _aThis book discusses different aspects of group recommender systems, which are systems that help to identify recommendations for groups instead of single users. In this context, the authors present different related techniques and applications. The book includes in-depth summaries of group recommendation algorithms, related industrial applications, different aspects of preference construction and explanations, user interface aspects of group recommender systems, and related psychological aspects that play a crucial role in group decision scenarios. Introduces the concepts of group recommender systems including a discussion of existing industrial applications; Provides an in-depth discussion of algorithms and techniques beyond existing basic group recommendation approaches; Includes a discussion of different aspects of human decision making, explanations, and related psychological models.
650 0 _aTelecommunication.
650 0 _aData mining.
_96941
650 0 _aInformation storage and retrieval systems.
_965568
650 0 _aComputational intelligence.
_964052
650 1 4 _aCommunications Engineering, Networks.
650 2 4 _aData Mining and Knowledge Discovery.
650 2 4 _aInformation Storage and Retrieval.
_965570
650 2 4 _aComputational Intelligence.
_964052
700 1 _aFelfernig, Alexander.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_967602
700 1 _aBoratto, Ludovico.
_eeditor.
_0(orcid)0000-0002-6053-3015
_1https://orcid.org/0000-0002-6053-3015
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_967603
700 1 _aStettinger, Martin.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_967604
700 1 _aTkalčič, Marko.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_967605
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031449420
776 0 8 _iPrinted edition:
_z9783031449444
776 0 8 _iPrinted edition:
_z9783031449451
830 0 _aSignals and Communication Technology,
_x1860-4870
_918936
856 4 0 _uhttps://doi.org/10.1007/978-3-031-44943-7
912 _aZDB-2-ENG
912 _aZDB-2-SXE
999 _c56655
_d56655