Modeling And Mining Ubiquitous Social Media
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Mining Modeling And Recommending Things In Social Media
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Author : Martin Atzmueller
language : en
Publisher: Springer
Release Date : 2014-12-24
Mining Modeling And Recommending Things In Social Media written by Martin Atzmueller and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-12-24 with Computers categories.
This book constitutes the thoroughly refereed joint post-workshop proceedings of the 4th International Workshop on Mining Ubiquitous and Social Environments, MUSE 2013, held in Prague, Czech Republic, in September 2013, and the 4th International Workshop on Modeling Social Media, MSM 2013, held in Paris, France, in May 2013. The 8 full papers included in the book are revised and significantly extended versions of papers submitted to the workshops. The focus is on collective intelligence in ubiquitous and social environments. Issues tackled include personalization in social streams, recommendations exploiting social and ubiquitous data, and efficient information processing in social systems. Furthermore, this book presents work dealing with the problem of mining patterns from ubiquitous social data, including mobility mining and exploratory methods for ubiquitous data analysis.
Modeling And Mining Ubiquitous Social Media
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Author : Martin Atzmueller
language : en
Publisher: Springer
Release Date : 2012-09-10
Modeling And Mining Ubiquitous Social Media written by Martin Atzmueller and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-09-10 with Computers categories.
This book constitutes the joint thoroughly refereed post-proceedings of the Second International Workshop on Modeling Social Media, MSM 2011, held in Boston, MA, USA, in October 2011, and the Second International Workshop on Mining Ubiquitous and Social Environments, MUSE 2011, held in Athens, Greece, in September 2011. The 9 full papers included in the book are revised and significantly extended versions of papers submitted to the workshops. They cover a wide range of topics organized in three main themes: communities and networks in ubiquitous social media; mining approaches; and issues of user modeling, privacy and security.
Link Mining And Localisation In The Context Of Face To Face Contact Networks
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Author : Christoph Scholz
language : en
Publisher: kassel university press GmbH
Release Date : 2016-01-01
Link Mining And Localisation In The Context Of Face To Face Contact Networks written by Christoph Scholz and has been published by kassel university press GmbH this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-01-01 with categories.
For a long time an automatic detection of contacts between humans was not possible. In this work a new generation of resource-aware RFID tags (proximity tags) is used which has the ability to detect reliable face-to-face contacts. This innovation opens up new research possibilities in the ?elds of human contact behaviour analysis, link prediction and indoor localisation. In this context the identi?cation of human contact structures and their underlying pro¬cesses is a prominent research topic. However, the analysis of of?ine social networks has been largely neglected. In this work face-to-face information is utilised to study the link prediction problem as well as dynamic and static contact patterns in face-to-face contact networks. Furthermore the in?uence of user interests and social contacts on the predictability of talk attendance is analysed. The localisation of humans in indoor environments is still a challenging problem. In literature, accurate positioning approaches exist. Unfortunately, these approaches requi¬re expensive hardware and an extensive deployment of suitable infrastructure. Therefo¬re novel approaches are presented that use proximity tags for positioning. All methods are evaluated using real-world data and it is shown that all approaches signi?cantly outperform state-of-the art indoor localisation approaches.
Formal Concept Analysis Of Social Networks
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Author : Rokia Missaoui
language : en
Publisher: Springer
Release Date : 2017-11-03
Formal Concept Analysis Of Social Networks written by Rokia Missaoui and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-11-03 with Computers categories.
The book studies the existing and potential connections between Social Network Analysis (SNA) and Formal Concept Analysis (FCA) by showing how standard SNA techniques, usually based on graph theory, can be supplemented by FCA methods, which rely on lattice theory. The book presents contributions to the following areas: acquisition of terminological knowledge from social networks, knowledge communities, individuality computation, other types of FCA-based analysis of bipartite graphs (two-mode networks), multimodal clustering, community detection and description in one-mode and multi-mode networks, adaptation of the dual-projection approach to weighted bipartite graphs, extensions to the Kleinberg's HITS algorithm as well as attributed graph analysis.
Mobile Social Networking
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Author : Alvin Chin
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-10-30
Mobile Social Networking written by Alvin Chin 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 2013-10-30 with Science categories.
The use of contextually aware, pervasive, distributed computing, and sensor networks to bridge the gap between the physical and online worlds is the basis of mobile social networking. This book shows how applications can be built to provide mobile social networking, the research issues that need to be solved to enable this vision, and how mobile social networking can be used to provide computational intelligence that will improve daily life. With contributions from the fields of sociology, computer science, human-computer interaction and design, this book demonstrates how mobile social networks can be inferred from users' physical interactions both with the environment and with others, as well as how users behave around them and how their behavior differs on mobile vs. traditional online social networks.
Participatory Sensing Opinions And Collective Awareness
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Author : Vittorio Loreto
language : en
Publisher: Springer
Release Date : 2016-05-13
Participatory Sensing Opinions And Collective Awareness written by Vittorio Loreto and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-05-13 with Science categories.
This book introduces and reviews recent advances in the field in a comprehensive and non-technical way by focusing on the potential of emerging citizen-science and social-computation frameworks, coupled with the latest theoretical and modeling tools developed by physicists, mathematicians, computer and social scientists to analyse, interpret and visualize complex data sets. There is overwhelming evidence that the current organisation of our economies and societies is seriously damaging biological ecosystems and human living conditions in the short term, with potentially catastrophic effects in the long term. The need to re-organise the daily activities with the greatest impact – energy consumption, transport, housing – towards a more efficient and sustainable development model has recently been raised in the public debate on several global, environmental issues. Above all, this requires the mismatch between global, societal and individual needs to be addressed. Recent advances in Information and Communication Technologies (ICT) can trigger important transitions at the individual and collective level to achieve this aim. Based on the findings of the collaborative research network EveryAware the following developments among the emerging ICT technologies are discussed in depth in this volume: • Participatory sensing – where ICT development is pushed to the level where it can support informed action at the hyperlocal scale, providing capabilities for environmental monitoring, data aggregation and mining, as well as information presentation and sharing. • Web gaming, social computing and internet-mediated collaboration – where the Web will continue to acquire the status of an infrastructure for social computing, allowing users’ cognitive abilities to be coordinated in online communities, and steering the collective action towards predefined goals. • Collective awareness and decision-making – where the access to both personal and community data, collected by users, processed with suitable analysis tools, and re-presented in an appropriate format by usable communication interfaces leads to a bottom-up development of collective social strategies.
Ejise Volume 13 Issue 2
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Author :
language : en
Publisher: Academic Conferences Limited
Release Date :
Ejise Volume 13 Issue 2 written by and has been published by Academic Conferences Limited this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.
Proceedings Of International Conference On Recent Trends In Computing
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Author : Rajendra Prasad Mahapatra
language : en
Publisher: Springer Nature
Release Date : 2024-07-25
Proceedings Of International Conference On Recent Trends In Computing written by Rajendra Prasad Mahapatra and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-25 with Computers categories.
This book is a collection of high-quality peer-reviewed research papers presented at International Conference on Recent Trends in Computing (ICRTC 2023) held at SRM Institute of Science and Technology, Ghaziabad, Delhi, India, during June 2–3, 2023. The book discusses a wide variety of industrial, engineering, and scientific applications of the emerging techniques. The book presents original works from researchers from academic and industry in the field of networking, security, big data, and the Internet of things.
Solving Large Scale Learning Tasks Challenges And Algorithms
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Author : Stefan Michaelis
language : en
Publisher: Springer
Release Date : 2016-07-02
Solving Large Scale Learning Tasks Challenges And Algorithms written by Stefan Michaelis and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-07-02 with Computers categories.
In celebration of Prof. Morik's 60th birthday, this Festschrift covers research areas that Prof. Morik worked in and presents various researchers with whom she collaborated. The 23 refereed articles in this Festschrift volume provide challenges and solutions from theoreticians and practitioners on data preprocessing, modeling, learning, and evaluation. Topics include data-mining and machine-learning algorithms, feature selection and feature generation, optimization as well as efficiency of energy and communication.
Enterprise Big Data Engineering Analytics And Management
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Author : Atzmueller, Martin
language : en
Publisher: IGI Global
Release Date : 2016-06-01
Enterprise Big Data Engineering Analytics And Management written by Atzmueller, Martin and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-06-01 with Computers categories.
The significance of big data can be observed in any decision-making process as it is often used for forecasting and predictive analytics. Additionally, big data can be used to build a holistic view of an enterprise through a collection and analysis of large data sets retrospectively. As the data deluge deepens, new methods for analyzing, comprehending, and making use of big data become necessary. Enterprise Big Data Engineering, Analytics, and Management presents novel methodologies and practical approaches to engineering, managing, and analyzing large-scale data sets with a focus on enterprise applications and implementation. Featuring essential big data concepts including data mining, artificial intelligence, and information extraction, this publication provides a platform for retargeting the current research available in the field. Data analysts, IT professionals, researchers, and graduate-level students will find the timely research presented in this publication essential to furthering their knowledge in the field.