A Community Based Location Recommendation System For Location Based Social Networks
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Recommender Systems For Location Based Social Networks
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Author : Panagiotis Symeonidis
language : en
Publisher: Springer Science & Business Media
Release Date : 2014-02-08
Recommender Systems For Location Based Social Networks written by Panagiotis Symeonidis and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-02-08 with Computers categories.
Online social networks collect information from users' social contacts and their daily interactions (co-tagging of photos, co-rating of products etc.) to provide them with recommendations of new products or friends. Lately, technological progressions in mobile devices (i.e. smart phones) enabled the incorporation of geo-location data in the traditional web-based online social networks, bringing the new era of Social and Mobile Web. The goal of this book is to bring together important research in a new family of recommender systems aimed at serving Location-based Social Networks (LBSNs). The chapters introduce a wide variety of recent approaches, from the most basic to the state-of-the-art, for providing recommendations in LBSNs. The book is organized into three parts. Part 1 provides introductory material on recommender systems, online social networks and LBSNs. Part 2 presents a wide variety of recommendation algorithms, ranging from basic to cutting edge, as well as a comparison of the characteristics of these recommender systems. Part 3 provides a step-by-step case study on the technical aspects of deploying and evaluating a real-world LBSN, which provides location, activity and friend recommendations. The material covered in the book is intended for graduate students, teachers, researchers, and practitioners in the areas of web data mining, information retrieval, and machine learning.
Computing With Spatial Trajectories
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Author : Yu Zheng
language : en
Publisher: Springer Science & Business Media
Release Date : 2011-10-02
Computing With Spatial Trajectories written by Yu Zheng and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-10-02 with Computers categories.
Spatial trajectories have been bringing the unprecedented wealth to a variety of research communities. A spatial trajectory records the paths of a variety of moving objects, such as people who log their travel routes with GPS trajectories. The field of moving objects related research has become extremely active within the last few years, especially with all major database and data mining conferences and journals. Computing with Spatial Trajectories introduces the algorithms, technologies, and systems used to process, manage and understand existing spatial trajectories for different applications. This book also presents an overview on both fundamentals and the state-of-the-art research inspired by spatial trajectory data, as well as a special focus on trajectory pattern mining, spatio-temporal data mining and location-based social networks. Each chapter provides readers with a tutorial-style introduction to one important aspect of location trajectory computing, case studies and many valuable references to other relevant research work. Computing with Spatial Trajectories is designed as a reference or secondary text book for advanced-level students and researchers mainly focused on computer science and geography. Professionals working on spatial trajectory computing will also find this book very useful.
A Community Based Location Recommendation System For Location Based Social Networks
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Author : Rifeng Ding
language : en
Publisher:
Release Date : 2015
A Community Based Location Recommendation System For Location Based Social Networks written by Rifeng Ding and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015 with categories.
"In recent years, location-based social networks (LBSNs) has become more and more popular. As one of the key service in LBSNs, the location recommendation system has drawn much of attention from both industry and academia. According to existing work, link analysis-based methods have been proved to be effective inlocation recommendations for LBSNs. However, most of link analysis-based methods either overlook or overemphasize users' preferences. Recommendation systems that overlook users' preferences can only provide generic recommendation, while systems that overemphasize users' preference cannot recommend local popular locations that do not fit users' historical preferences. To address these issues, in this thesis, I propose a community-based location recommendation system, which takes both users' preferences and locations' popularity into account. Our system groups locations within the user-specified region into communities. Each community represents one location category and will generate a certain number of recommendations. More specifically, communities that represent user-favored categories and communities that contain large number of popular locations have higher priorities to recommend more locations. Besides, the number of recommendations of each community is dynamically calculated for different users at different regions. Thus, our system can cover both user-favored and local popular locations in its recommendations. In the evaluation, we acquire data from Foursquare, which contains 398,819 tips generated by 49,027 users who has visited the New York City. Our recommendation system outperforms the baseline approach with the precision and recall of 52.13%. and 80.01% respectively. The experimental result demonstrates that our system can provide more accurate recommendations with acceptable computation time for various types of users and solve the new-user problem as well." --
Big Data And Innovation In Tourism Travel And Hospitality
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Author : Marianna Sigala
language : en
Publisher: Springer
Release Date : 2019-02-26
Big Data And Innovation In Tourism Travel And Hospitality written by Marianna Sigala and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-02-26 with Business & Economics categories.
This book brings together multi-disciplinary research and practical evidence about the role and exploitation of big data in driving and supporting innovation in tourism. It also provides a consolidated framework and roadmap summarising the major issues that both researchers and practitioners have to address for effective big data innovation. The book proposes a process-based model to identify and implement big data innovation strategies in tourism. This process framework consists of four major parts: 1) inputs required for big data innovation; 2) processes required to implement big data innovation; 3) outcomes of big data innovation; and 4) contextual factors influencing big data exploitation and advances in big data exploitation for business innovation.
Cross Cultural Design
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Author : Pei-Luen Patrick Rau
language : en
Publisher: Springer Nature
Release Date : 2023-07-08
Cross Cultural Design written by Pei-Luen Patrick Rau and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-08 with Computers categories.
This three-volume set of CCD 2023, constitutes the refereed proceedings of the 25th International Conference on Cross-Cultural Design, CCD 2023, held as Part of the 24th International Conference, HCI International 2023, which took place in July 2023 in Copenhagen, Denmark. The total of 1578 papers and 396 posters included in the HCII 2023 proceedings volumes was carefully reviewed and selected from 7472 submissions. The papers of CCD 2023, Part I address topics related to service and product design for cultural innovation, design for social change and development, sustainable design methods and practices, and cross-cultural perspectives on design and consumer behavior.
Device To Device Based Proximity Service
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Author : Yufeng Wang
language : en
Publisher: CRC Press
Release Date : 2017-07-12
Device To Device Based Proximity Service written by Yufeng Wang and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-07-12 with Computers categories.
D2D-based proximity service is a very hot topic with great commercial potential from an application standpoint. Unlike existing books which focus on D2D communications technologies, this book fills a gap by summarizing and analyzing the latest applications and research results in academic, industrial fields, and standardization. The authors present the architecture, fundamental issues, and applications in a D2D networking environment from both application and interdisciplinary points of view.
Encyclopedia Of Gis
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Author : Shashi Shekhar
language : en
Publisher: Springer Science & Business Media
Release Date : 2007-12-12
Encyclopedia Of Gis written by Shashi Shekhar and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-12-12 with Computers categories.
The Encyclopedia of GIS provides a comprehensive and authoritative guide, contributed by experts and peer-reviewed for accuracy, and alphabetically arranged for convenient access. The entries explain key software and processes used by geographers and computational scientists. Major overviews are provided for nearly 200 topics: Geoinformatics, Spatial Cognition, and Location-Based Services and more. Shorter entries define specific terms and concepts. The reference will be published as a print volume with abundant black and white art, and simultaneously as an XML online reference with hyperlinked citations, cross-references, four-color art, links to web-based maps, and other interactive features.
Gis Applications In The Tourism And Hospitality Industry
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Author : Chaudhuri, Somnath
language : en
Publisher: IGI Global
Release Date : 2018-04-13
Gis Applications In The Tourism And Hospitality Industry written by Chaudhuri, Somnath and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-04-13 with Business & Economics categories.
Geographic information systems (GIS) provide information that can be useful across many disciplines. One of these disciplines is the travel and hospitality industry. GIS Applications in the Tourism and Hospitality Industry is a vital scholarly publication that explores the applications of GIS to the leisure travel industry, specifically the importance of GIS in trip planning, online bookings, and location-based services. Highlighting coverage on a wide range of topics such as cultural heritage tourism, geospatial collaborative tourism recommender systems, and decision support systems, this book is geared toward business managers, academicians, researchers, graduate-level students, and professionals looking for current research on the impact of GIS on recreational travel.
Proceedings Of The Eighth International Conference On Soft Computing And Pattern Recognition Socpar 2016
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Author : Ajith Abraham
language : en
Publisher: Springer
Release Date : 2017-08-17
Proceedings Of The Eighth International Conference On Soft Computing And Pattern Recognition Socpar 2016 written by Ajith Abraham and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-08-17 with Technology & Engineering categories.
This volume presents 70 carefully selected papers from a major joint event: the 8th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2016) and the 8th International Conference on Computational Aspects of Social Networks (CASoN 2016). SoCPaR–CASoN 2016, which was organized by the Machine Intelligence Research Labs (MIR Labs), USA and Vellore Institute of Technology (VIT), India and held at the VIT on December 19–21, 2016. It brings together researchers and practitioners from academia and industry to share their experiences and exchange new ideas on all interdisciplinary areas of soft computing and pattern recognition, as well as intelligent methods applied to social networks. This book is a valuable resource for practicing engineers/scientists and researchers working in the field of soft computing, pattern recognition and social networks.
Inclusive Society Health And Wellbeing In The Community And Care At Home
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Author : Jit Biswas
language : en
Publisher: Springer
Release Date : 2013-06-13
Inclusive Society Health And Wellbeing In The Community And Care At Home written by Jit Biswas and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-06-13 with Computers categories.
This book constitutes the refereed proceedings of the 11th International Conference on Smart Homes and Health Telematics, ICOST 2013, held in Singapore, in June 2013. The 22 revised full papers presented together with one invited paper and 19 short papers were carefully reviewed and selected from 53 submissions. The papers are organized in topical sections on Supportive Technology for Ageing and People with Cognitive Impairment; Activity Recognition and Algorithmic Techniques; Trust, Security and Social Issues; Assistive Robotics and HCI Issues; Supporting Safety and Pervasive Healthcare; Home Energy Usage, Reasoning Framework, Services; Algorithms for Smart Homes; Eldercare – Activity Recognition and Fall Detection; Healthcare and Rehabilitation; Robotics and Assistive Living.