03511nam a22005175i 4500001001800000003000900018005001700027007001500044008004100059020001800100024003500118050001800153072001600171072002300187072001500210245016200225250001800387264006900405300006400474336002600538337002600564338003600590347002400626490005300650505045400703520090401157650002302061650001702084650004702101650003202148650004202180650004102222650003902263650003202302700008302334700014702417700008102564700008102645710003402726773002602760776003602786776003602822776003602858830005302894856004602947978-3-031-44943-7DE-He21320251030110841.0cr nn 008mamaa231127s2024    sz |    s    |||| 0|eng d  a97830314494377 a10.1007/978-3-031-44943-72doi 4aTK5101-5105.9 7aTJK2bicssc 7aTEC0410002bisacsh 7aTJK2thema10aGroup Recommender Systemsh[electronic resource] :bAn Introduction /cedited by Alexander Felfernig, Ludovico Boratto, Martin Stettinger, Marko Tkalčič.  a2nd ed. 2024. 1aCham :bSpringer Nature Switzerland :bImprint: Springer,c2024.  aXI, 181 p. 29 illus., 15 illus. in color.bonline resource.  atextbtxt2rdacontent  acomputerbc2rdamedia  aonline resourcebcr2rdacarrier  atext filebPDF2rda1 aSignals and Communication Technology,x1860-48700 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.  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. 0aTelecommunication. 0aData mining. 0aInformation storage and retrieval systems. 0aComputational intelligence.14aCommunications Engineering, Networks.24aData Mining and Knowledge Discovery.24aInformation Storage and Retrieval.24aComputational Intelligence.1 aFelfernig, Alexander.eeditor.4edt4http://id.loc.gov/vocabulary/relators/edt1 aBoratto, Ludovico.eeditor.0(orcid)0000-0002-6053-30151https://orcid.org/0000-0002-6053-30154edt4http://id.loc.gov/vocabulary/relators/edt1 aStettinger, Martin.eeditor.4edt4http://id.loc.gov/vocabulary/relators/edt1 aTkalčič, Marko.eeditor.4edt4http://id.loc.gov/vocabulary/relators/edt2 aSpringerLink (Online service)0 tSpringer Nature eBook08iPrinted edition:z978303144942008iPrinted edition:z978303144944408iPrinted edition:z9783031449451 0aSignals and Communication Technology,x1860-487040uhttps://doi.org/10.1007/978-3-031-44943-7