LEADER 04688nam 22005775 450 001 9910299223403321 005 20251116144232.0 010 $a1-4899-7637-X 024 7 $a10.1007/978-1-4899-7637-6 035 $a(CKB)3710000000514546 035 $a(EBL)4096901 035 $a(SSID)ssj0001584304 035 $a(PQKBManifestationID)16263760 035 $a(PQKBTitleCode)TC0001584304 035 $a(PQKBWorkID)14864391 035 $a(PQKB)10542740 035 $a(DE-He213)978-1-4899-7637-6 035 $a(MiAaPQ)EBC4096901 035 $a(PPN)19052037X 035 $a(EXLCZ)993710000000514546 100 $a20151117d2015 u| 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aRecommender Systems Handbook /$fedited by Francesco Ricci, Lior Rokach, Bracha Shapira 205 $a2nd ed. 2015. 210 1$aNew York, NY :$cSpringer US :$cImprint: Springer,$d2015. 215 $a1 online resource (1008 p.) 300 $aDescription based upon print version of record 311 08$a1-4899-7636-1 320 $aIncludes bibliographical references at the end of each chapters and index 327 $aRecommender 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. 330 $aThis 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. 606 $aInformation storage and retrieval 606 $aArtificial intelligence 606 $aInformation Storage and Retrieval$3https://scigraph.springernature.com/ontologies/product-market-codes/I18032 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 615 0$aInformation storage and retrieval. 615 0$aArtificial intelligence. 615 14$aInformation Storage and Retrieval. 615 24$aArtificial Intelligence. 676 $a004 702 $aRicci$b Francesco$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aRokach$b Lior$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aShapira$b Bracha$4edt$4http://id.loc.gov/vocabulary/relators/edt 906 $aBOOK 912 $a9910299223403321 996 $aRecommender Systems Handbook$92510151 997 $aUNINA LEADER 06371nam 22007935 450 001 9910485031303321 005 20251226200002.0 010 $a3-319-41552-2 024 7 $a10.1007/978-3-319-41552-9 035 $a(CKB)3710000000734825 035 $a(DE-He213)978-3-319-41552-9 035 $a(MiAaPQ)EBC6283113 035 $a(MiAaPQ)EBC5594506 035 $a(Au-PeEL)EBL5594506 035 $a(OCoLC)952573956 035 $a(PPN)194378713 035 $a(EXLCZ)993710000000734825 100 $a20160620d2016 u| 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aComputational Processing of the Portuguese Language $e12th International Conference, PROPOR 2016, Tomar, Portugal, July 13-15, 2016, Proceedings /$fedited by João Silva, Ricardo Ribeiro, Paulo Quaresma, André Adami, António Branco 205 $a1st ed. 2016. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2016. 215 $a1 online resource (XIV, 398 p. 54 illus.) 225 1 $aLecture Notes in Artificial Intelligence,$x2945-9141 ;$v9727 311 08$a3-319-41551-4 327 $aExtending VITHEA in Order to Improve Children's Linguistic Skills -- Automatic Classification of the Complexity of Nonfiction Texts in Portuguese for Early School Years -- Improving Question-Answering for Portuguese Using Triples Extracted from Corpora -- Applying Lexical-Conceptual Knowledge for Multilingual Multi-Document Summarization -- Domain-Specific Hybrid Machine Translation from English to Portuguese -- Analysis of Temporal Adverbial Phrases for Portuguese-Chinese Machine Translation -- Determining the Level of Clients? Dissatisfaction from Their Commentaries -- Comparing Approaches for Subjectivity Classification: a Study on Portuguese Tweets -- TOPIE: An Open-source Opinion Mining Pipeline to Analyze Consumers' Sentiment in Brazilian Portuguese -- Evaluating Progression of Alzheimer?s Disease by Regression and Classification Methods in a Narrative Language Test in Portuguese -- A Comparative Evaluation of QA Systems over List Questions -- Characterizing Opinion Mining: A Systematic Mapping Study of the Portuguese Language -- Finding Compositional Rules for Determining the Semantic Orientation of Phrases -- Sentiment Analysis for Brazilian Portuguese over a Skewed Class Corpora -- Semantic Relation Extraction. Resources, Tools and Strategies -- Extracting and Mining Open Relations from Portuguese Text -- Towards Key Phrase Assignment for Texts in Portuguese Language -- Entity Linking with Distributional Semantics -- Syntax Deep Explorer -- Automatic Semantic Role Labeling on Non-revised Syntactic Trees of Journalistic Texts -- Improving Coreference Resolution with Semantic Knowledge -- Improving POS Tagging across Portuguese Variants with Word Embeddings -- Joining Forces for Multiword Expression Identification -- A Construction Grammar Approach for Pronominal Clitics in European Portuguese -- Investigating Machine Learning Approaches for Sentence Compression in Different Application Contexts for Portuguese -- A Model for Textual Entailment Based on LinguisticRules -- Word Embeddings Resources for the Portuguese Language -- Making a Virtue of Necessity: A Verb Lexicon -- CONTO.PT: Groundwork for the Automatic Creation of a Fuzzy Portuguese Wordnet -- Lexical Semantics Annotation for Enriched Portuguese Corpora -- Crawling by Readability Level -- Towards a Statistical-enriched Corpus Containing Portuguese Collocations in Use: Reviewing Possible Extraction Tools -- The Portuguese B2SG: A Semantic Test for Distributional Thesaurus -- Automatic Generation of Internet Memes from Portuguese News Titles -- FrameNet-Based Automatic Suggestion of Translation Equivalents -- Building a Question-Answering Corpus Using Social Media and News Articles -- Evaluating Phonetic Spellers for User-generated Content in Brazilian Portuguese -- An Automatic Phonetic Aligner for Brazilian Portuguese with a Praat Interface -- Design and Analysis of a Database to Evaluate Children's Reading Aloud Performance. 330 $aThis book constitutes the refereed proceedings of the 12th International Conference on Computational Processing of the Portuguese Language, PROPOR 2016, held in Tomar, Portugal, in July 2016. The 23 full papers and 14 short papers presented in this volume were carefully reviewed and selected from 52 submissions. The papers are organized in topical sections named: language applications, language processing, and language resources. 410 0$aLecture Notes in Artificial Intelligence,$x2945-9141 ;$v9727 606 $aArtificial intelligence 606 $aApplication software 606 $aInformation storage and retrieval systems 606 $aData mining 606 $aMachine theory 606 $aDatabase management 606 $aArtificial Intelligence 606 $aComputer and Information Systems Applications 606 $aInformation Storage and Retrieval 606 $aData Mining and Knowledge Discovery 606 $aFormal Languages and Automata Theory 606 $aDatabase Management 615 0$aArtificial intelligence. 615 0$aApplication software. 615 0$aInformation storage and retrieval systems. 615 0$aData mining. 615 0$aMachine theory. 615 0$aDatabase management. 615 14$aArtificial Intelligence. 615 24$aComputer and Information Systems Applications. 615 24$aInformation Storage and Retrieval. 615 24$aData Mining and Knowledge Discovery. 615 24$aFormal Languages and Automata Theory. 615 24$aDatabase Management. 676 $a469.0285 702 $aSilva$b João$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aRibeiro$b Ricardo$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aQuaresma$b Paulo$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aAdami$b André$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aBranco$b António$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910485031303321 996 $aComputational Processing of the Portuguese Language$9772598 997 $aUNINA