03412nam 2200841z- 450 991055743220332120231214133153.0(CKB)5400000000043401(oapen)https://directory.doabooks.org/handle/20.500.12854/68456(EXLCZ)99540000000004340120202105d2021 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierInformation Retrieval and Social Media MiningBasel, SwitzerlandMDPI - Multidisciplinary Digital Publishing Institute20211 electronic resource (144 p.)3-0365-0246-7 3-0365-0247-5 This book presents diverse contributions related to some of the latest advances in the field of personalization and recommender systems, as well as social media and sentiment analysis. The work comprises several articles that address different problems in these areas by means of recent techniques such as deep learning, methods to analyze the structure and the dynamics of social networks, and modern language processing approaches for sentiment analysis, among others. The proposals included in the book are representative of some highly topical research directions and cover different application domains where they have been validated. These go from the recommendation of hotels, movies, music, documents, or pharmacy cross-selling to sentiment analysis in the field of telemedicine and opinion mining on news, also including the study of social capital on social media and dynamics aspects of the Twitter social network.History of engineering & technologybicsscmusic recommender systemssocial influencesocial trusthomophilycollaborative filteringstreaming servicesego networkeventsnetwork dynamicsTwitterhybrid recommender systemsfeedback collectiondigital librariesinformation retrievalreal-world dataopen-accesssocial capitalsocial mediaoperationalizationmeasurementscoping reviewgraph convolutional neural networkrecommender systemcross-salespharmacypopularity biasopinion miningopinion summarizationtopic modelingsemantic similarity measuresword embeddingstext miningsentiment analysisWeb-based questionnairetelemedicinetelemonitoringtelehomecarerecommender systemsutilitymulti-criteriapenaltyover-expectationunder-expectationHistory of engineering & technologyMoreno García María Nedt1297535Moreno García María NothBOOK9910557432203321Information Retrieval and Social Media Mining3024509UNINA