Trust Based Recommendations In Multi Layer Networks
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Author |
: Claudia Heß |
Publisher |
: IOS Press |
Total Pages |
: 246 |
Release |
: 2008 |
ISBN-10 |
: 3898383164 |
ISBN-13 |
: 9783898383165 |
Rating |
: 4/5 (64 Downloads) |
Synopsis Trust-based Recommendations in Multi-layer Networks by : Claudia Heß
The huge interest in social networking applications – Friendster.com, for example, has more than 40 million users – led to a considerable research interest in using this data for generating recommendations. Especially recommendation techniques that analyze trust networks were found to provide very accurate and highly personalized results. The main contribution of this thesis is to extend the approach to trust-based recommendations, which up to now have been made for unlinked items such as products or movies, to linked resources, in particular documents. Therefore, a second type of network, namely a document reference network, is considered apart from the trust network. This is, for example, the citation network of scientific publications or the hyperlink graph of webpages. Recommendations for documents are typically made by reference-based visibility measures which consider a document to be the more important, the more often it is referenced by important documents. These two networks, as well as further networks such as organization networks, are integrated in a multi-layer network. This architecture allows for combining classical measures for the visibility of a document with trust-based recommendations, giving trust-enhanced visibility measures. Moreover, an approximation approach is introduced which considers the uncertainty induced by duplicate documents. These measures are evaluated in simulation studies. The trust-based recommender system for scientific publications SPRec implements a two-layer architecture and provides personalized recommendations via a web interface.
Author |
: Liliana Ardissono |
Publisher |
: Springer Science & Business Media |
Total Pages |
: 425 |
Release |
: 2012-02-24 |
ISBN-10 |
: 9783642285080 |
ISBN-13 |
: 3642285082 |
Rating |
: 4/5 (80 Downloads) |
Synopsis Advances in User Modeling by : Liliana Ardissono
This book constitutes selected papers from the lectures given at the workshops held in conjunction with the User Modeling, Adaptation and Personalization Conference, UMAP 2011, Girona, Spain, in July 2011. The 40 papers presented were carefully reviewed and selected for inclusion in this book. For each workshop there is an overview paper summarizing the workshop themes, the accepted contributions and the future research trends. In addition the volume presents a selection of the best poster papers of UMAP 2011. The workshops included are: AST, adaptive support for team collaboration; AUM, augmenting user models with real worlds experiences to enhance personalization and adaptation; DEMRA, decision making and recommendation acceptance issues in recommender systems; PALE, personalization approaches in learning environments; SASWeb, semantic adaptive social web; TRUM, trust, reputation and user modeling; UMADR, user modeling and adaptation for daily routines: providing assistance to people with special and specific needs; UMMS, user models for motivational systems: the affective and the rational routes to persuasion.
Author |
: Frank Dylla |
Publisher |
: IOS Press |
Total Pages |
: 202 |
Release |
: 2008 |
ISBN-10 |
: 3898383202 |
ISBN-13 |
: 9783898383202 |
Rating |
: 4/5 (02 Downloads) |
Synopsis An Agent Control Perspective on Qualitative Spatial Reasoning by : Frank Dylla
Author |
: Christian Becker-Asano |
Publisher |
: IOS Press |
Total Pages |
: 208 |
Release |
: 2008 |
ISBN-10 |
: 3898383199 |
ISBN-13 |
: 9783898383196 |
Rating |
: 4/5 (99 Downloads) |
Synopsis WASABI by : Christian Becker-Asano
Author |
: Xuemin Lin |
Publisher |
: Springer |
Total Pages |
: 550 |
Release |
: 2013-10-07 |
ISBN-10 |
: 9783642412301 |
ISBN-13 |
: 3642412300 |
Rating |
: 4/5 (01 Downloads) |
Synopsis Web Information Systems Engineering -- WISE 2013 by : Xuemin Lin
This book constitutes the proceedings of the 14th International Conference on Web Information Systems Engineering, WISE 2013, held in Nanjing, China, in October 2013. The 48 full papers, 29 short papers, and 10 demo and 5 challenge papers, presented in the two-volume proceedings LNCS 8180 and 8181, were carefully reviewed and selected from 198 submissions. They are organized in topical sections named: Web mining; Web recommendation; Web services; data engineering and database; semi-structured data and modeling; Web data integration and hidden Web; challenge; social Web; information extraction and multilingual management; networks, graphs and Web-based business processes; event processing, Web monitoring and management; and innovative techniques and creations.
Author |
: Dehuai Zheng |
Publisher |
: Springer Science & Business Media |
Total Pages |
: 765 |
Release |
: 2011-08-02 |
ISBN-10 |
: 9783642232138 |
ISBN-13 |
: 3642232132 |
Rating |
: 4/5 (38 Downloads) |
Synopsis Applied Informatics and Communication, Part I by : Dehuai Zheng
The five volume set CCIS 224-228 constitutes the refereed proceedings of the International conference on Applied Informatics and Communication, ICAIC 2011, held in Xi'an, China in August 2011. The 446 revised papers presented were carefully reviewed and selected from numerous submissions. The papers cover a broad range of topics in computer science and interdisciplinary applications including control, hardware and software systems, neural computing, wireless networks, information systems, and image processing.
Author |
: Huanguo Zhang |
Publisher |
: Springer |
Total Pages |
: 420 |
Release |
: 2019-01-08 |
ISBN-10 |
: 9789811359132 |
ISBN-13 |
: 981135913X |
Rating |
: 4/5 (32 Downloads) |
Synopsis Trusted Computing and Information Security by : Huanguo Zhang
This book constitutes the refereed proceedings of the Chinese Conference on Trusted Computing and Information Security, CTCIS 2018, held in Wuhan, China, in October 2018. The 24 revised full papers presented were carefully reviewed and selected from 73 submissions. The papers are centered around cryptography, systems security, trusted computing, information security, and network security.
Author |
: Huadong Ma |
Publisher |
: Springer Nature |
Total Pages |
: 249 |
Release |
: 2021-07-02 |
ISBN-10 |
: 9789811601071 |
ISBN-13 |
: 9811601070 |
Rating |
: 4/5 (71 Downloads) |
Synopsis Multimedia Sensor Networks by : Huadong Ma
Sensor networks are an essential component of the Internet of Things (IoT), and Multimedia Sensor Networks (MSNs) are the most important emerging area in sensor networks. However, multimedia sensing is characterized by diversified modes, large volumes of data, considerable heterogeneity, and complex computing, as a result of which the theory and methods for traditional sensor networks can’t be applied to MSNs. Based on the authors’ years of systematic research on related theory and methods, this book provides a comprehensive review of MSNs. The coverage ranges from networked sensing and fusion-based transmission, to route discovery and in-network computing. The book presents the most important scientific discoveries and fundamental theories on MSNs, while also exploring practical approaches and typical applications. Given its scope, it is especially suitable for students, researchers and practitioners interested in understanding scientific problems involved in characterizing multimedia sensing features, revealing the transmission mechanisms of MSNs, and constructing efficient in-network multimedia computing paradigms. In this book, readers will learn essential methods for achieving the optimal deployment of, efficient and reliable transmission, and timely information processing in MSNs.
Author |
: Ignacio Rojas |
Publisher |
: Springer Nature |
Total Pages |
: 380 |
Release |
: |
ISBN-10 |
: 9783031646294 |
ISBN-13 |
: 3031646290 |
Rating |
: 4/5 (94 Downloads) |
Synopsis Bioinformatics and Biomedical Engineering by : Ignacio Rojas
Zusammenfassung: This volume constitutes the proceedings of the 11th International Work-Conference on IWBBIO 2023, held in Gran Canaria, Spain, during July 15-17, 2022. The 54 full papers were carefully reviewed and selected from 148 submissions. They were organized in the following topical sections: Biomarker Identification, Biomedical Engineering, Biomedical Signal Analysis, E-Health.
Author |
: Metaxiotis, Kostas |
Publisher |
: IGI Global |
Total Pages |
: 423 |
Release |
: 2010-02-28 |
ISBN-10 |
: 9781615207220 |
ISBN-13 |
: 1615207228 |
Rating |
: 4/5 (20 Downloads) |
Synopsis Knowledge-Based Development for Cities and Societies: Integrated Multi-Level Approaches by : Metaxiotis, Kostas
"This book presents a better knowledge and understanding of applying knowledge-based development policies, contributing to the theorizing of knowledge-based development and creation of knowledge societies"--Provided by publisher.