Modeling And Mining Ubiquitous Social Media

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Modeling and Mining Ubiquitous Social Media

Author : Martin Atzmueller
Publisher : Springer
ISBN 13 : 3642336841
Total Pages : 183 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Modeling and Mining Ubiquitous Social Media by : Martin Atzmueller

Download or read book Modeling and Mining Ubiquitous Social Media written by Martin Atzmueller and published by Springer. This book was released on 2012-09-10 with total page 183 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Mining, Modeling, and Recommending 'Things' in Social Media

Author : Martin Atzmueller
Publisher : Springer
ISBN 13 : 3319147234
Total Pages : 151 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Mining, Modeling, and Recommending 'Things' in Social Media by : Martin Atzmueller

Download or read book Mining, Modeling, and Recommending 'Things' in Social Media written by Martin Atzmueller and published by Springer. This book was released on 2014-12-24 with total page 151 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Ubiquitous Social Media Analysis

Author : Martin Atzmueller
Publisher : Springer
ISBN 13 : 3642453929
Total Pages : 173 pages
Book Rating : 4.6/5 (424 download)

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Book Synopsis Ubiquitous Social Media Analysis by : Martin Atzmueller

Download or read book Ubiquitous Social Media Analysis written by Martin Atzmueller and published by Springer. This book was released on 2013-12-05 with total page 173 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed joint post-proceedings of the Third International Workshop on Mining Ubiquitous and Social Environments, MUSE 2012, held in Bristol, UK, in September 2012, and the Third International Workshop on Modeling Social Media, MSM 2012, held in Milwaukee, WI, USA, in June 2012. The 8 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 group structure in ubiquitous social media; ubiquitous modeling and aspects of social interactions and influence.

Analysis of Social Media and Ubiquitous Data

Author : Martin Atzmueller
Publisher : Springer
ISBN 13 : 3642235999
Total Pages : 163 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Analysis of Social Media and Ubiquitous Data by : Martin Atzmueller

Download or read book Analysis of Social Media and Ubiquitous Data written by Martin Atzmueller and published by Springer. This book was released on 2011-08-27 with total page 163 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the joint thoroughly refereed post-proceedings of The Modeling Social Media Workshop, MSM 2010 held in Toronto, Canada in June 2010 and the International Workshop on Mining Ubiquitous and Social Environments, MUSE 2010, held in Barcelona, Spain in September 2010. The eight revised full papers included were carefully reviewed and selected after two rounds of reviewing and revision. The papers address various aspects of the analysis and engineering of socio-computational systems in which social, ubiquitous and computational processes are interdependent and tightly interwoven

Behavioral Analytics in Social and Ubiquitous Environments

Author : Martin Atzmueller
Publisher : Springer Nature
ISBN 13 : 303034407X
Total Pages : 161 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Behavioral Analytics in Social and Ubiquitous Environments by : Martin Atzmueller

Download or read book Behavioral Analytics in Social and Ubiquitous Environments written by Martin Atzmueller and published by Springer Nature. This book was released on 2019-11-18 with total page 161 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 7 papers presented in this book are revised and significantly extended versions of papers submitted to three related workshops: 6th International Workshop on Mining Ubiquitous and Social Environments, MUSE 2015, held in Porto, Portugal, September 2015, in conjunction with the 6th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML-PKDD 2015; 6th International Workshop on Modeling Social Media, MSM 2015, held in Florence, Italy, May 2015, in conjunction with the 24th International World Wide Web Conference, WWW 2015; 7th International Workshop on Modeling Social Media, MSM 2016, Montreal, QC, Canada, April 2016, in conjunction with the 25th International World Wide Web Conference, WWW 2016.

Link Mining and Localisation in the Context of Face-to-Face Contact Networks

Author : Christoph Scholz
Publisher : kassel university press GmbH
ISBN 13 : 3737600864
Total Pages : 245 pages
Book Rating : 4.7/5 (376 download)

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Book Synopsis Link Mining and Localisation in the Context of Face-to-Face Contact Networks by : Christoph Scholz

Download or read book Link Mining and Localisation in the Context of Face-to-Face Contact Networks written by Christoph Scholz and published by kassel university press GmbH. This book was released on 2016-01-01 with total page 245 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Socio-technical Design of Ubiquitous Computing Systems

Author : Klaus David
Publisher : Springer
ISBN 13 : 3319050443
Total Pages : 353 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Socio-technical Design of Ubiquitous Computing Systems by : Klaus David

Download or read book Socio-technical Design of Ubiquitous Computing Systems written by Klaus David and published by Springer. This book was released on 2014-07-28 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: By using various data inputs, ubiquitous computing systems detect their current usage context, automatically adapt their services to the user’s situational needs and interact with other services or resources in their environment on an ad-hoc basis. Designing such self-adaptive, context-aware knowledge processing systems is, in itself, a formidable challenge. This book presents core findings from the VENUS project at the Interdisciplinary Research Center for Information System Design (ITeG) at Kassel University, where researchers from different fields, such as computer science, information systems, human-computer interaction and law, together seek to find general principles and guidelines for the design of socially aware ubiquitous computing systems. To this end, system usability, user trust in the technology and adherence to privacy laws and regulations were treated as particularly important criteria in the context of socio-technical system design. During the project, a comprehensive blueprint for systematic, interdisciplinary software development was developed, covering the particular functional and non-functional design aspects of ubiquitous computing at the interface between technology and human beings. The organization of the book reflects the structure of the VENUS work program. After an introductory part I, part II provides the groundwork for VENUS by presenting foundational results from all four disciplines involved. Subsequently, part III focuses on methodological research funneling the development activities into a common framework. Part IV then covers the design of the demonstrators that were built in order to develop and evaluate the VENUS method. Finally, part V is dedicated to the evaluation phase to assess the user acceptance of the new approach and applications. The presented findings are especially important for researchers in computer science, information systems, and human-computer interaction, but also for everyone working on the acceptance of new technologies in society in general.

Big Data Analytics in the Social and Ubiquitous Context

Author : Martin Atzmueller
Publisher : Springer
ISBN 13 : 3319290096
Total Pages : 187 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Big Data Analytics in the Social and Ubiquitous Context by : Martin Atzmueller

Download or read book Big Data Analytics in the Social and Ubiquitous Context written by Martin Atzmueller and published by Springer. This book was released on 2016-01-06 with total page 187 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 9 papers presented in this book are revised and significantly extended versions of papers submitted to three related workshops: The 5th International Workshop on Mining Ubiquitous and Social Environments, MUSE 2014, and the First International Workshop on Machine Learning for Urban Sensor Data, SenseML 2014, which were held on September 15, 2014, in conjunction with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2014) in Nancy, France; and the 5th International Workshop on Modeling Social Media (MSM 2014) that was held on April 8, 2014 in conjunction with ACM WWW in Seoul, Korea.

Participatory Sensing, Opinions and Collective Awareness

Author : Vittorio Loreto
Publisher : Springer
ISBN 13 : 3319256580
Total Pages : 405 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Participatory Sensing, Opinions and Collective Awareness by : Vittorio Loreto

Download or read book Participatory Sensing, Opinions and Collective Awareness written by Vittorio Loreto and published by Springer. This book was released on 2016-05-13 with total page 405 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Analysis of Social Media and Ubiquitous Data

Author : Martin Atzmueller
Publisher : Springer Science & Business Media
ISBN 13 : 3642235980
Total Pages : 171 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Analysis of Social Media and Ubiquitous Data by : Martin Atzmueller

Download or read book Analysis of Social Media and Ubiquitous Data written by Martin Atzmueller and published by Springer Science & Business Media. This book was released on 2011-08-30 with total page 171 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the joint thoroughly refereed post-proceedings of The Modeling Social Media Workshop, MSM 2010 held in Toronto, Canada in June 2010 and the International Workshop on Mining Ubiquitous and Social Environments, MUSE 2010, held in Barcelona, Spain in September 2010. The eight revised full papers included were carefully reviewed and selected after two rounds of reviewing and revision. The papers address various aspects of the analysis and engineering of socio-computational systems in which social, ubiquitous and computational processes are interdependent and tightly interwoven

Mobile Social Networking

Author : Alvin Chin
Publisher : Springer Science & Business Media
ISBN 13 : 1461485797
Total Pages : 243 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Mobile Social Networking by : Alvin Chin

Download or read book Mobile Social Networking written by Alvin Chin and published by Springer Science & Business Media. This book was released on 2013-10-30 with total page 243 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Enterprise Big Data Engineering, Analytics, and Management

Author : Atzmueller, Martin
Publisher : IGI Global
ISBN 13 : 1522502947
Total Pages : 272 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Enterprise Big Data Engineering, Analytics, and Management by : Atzmueller, Martin

Download or read book Enterprise Big Data Engineering, Analytics, and Management written by Atzmueller, Martin and published by IGI Global. This book was released on 2016-06-01 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Formal Concept Analysis of Social Networks

Author : Rokia Missaoui
Publisher : Springer
ISBN 13 : 3319641670
Total Pages : 195 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Formal Concept Analysis of Social Networks by : Rokia Missaoui

Download or read book Formal Concept Analysis of Social Networks written by Rokia Missaoui and published by Springer. This book was released on 2017-11-03 with total page 195 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Machine Learning and Knowledge Discovery in Databases

Author : Bettina Berendt
Publisher : Springer
ISBN 13 : 3319461311
Total Pages : 307 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Machine Learning and Knowledge Discovery in Databases by : Bettina Berendt

Download or read book Machine Learning and Knowledge Discovery in Databases written by Bettina Berendt and published by Springer. This book was released on 2016-09-02 with total page 307 pages. Available in PDF, EPUB and Kindle. Book excerpt: The three volume set LNAI 9851, LNAI 9852, and LNAI 9853 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2016, held in Riva del Garda, Italy, in September 2016. The 123 full papers and 16 short papers presented were carefully reviewed and selected from a total of 460 submissions. The papers presented focus on practical and real-world studies of machine learning, knowledge discovery, data mining; innovative prototype implementations or mature systems that use machine learning techniques and knowledge discovery processes in a real setting; recent advances at the frontier of machine learning and data mining with other disciplines. Part I and Part II of the proceedings contain the full papers of the contributions presented in the scientific track and abstracts of the scientific plenary talks. Part III contains the full papers of the contributions presented in the industrial track, short papers describing demonstration, the nectar papers, and the abstracts of the industrial plenary talks.

Visual Analysis of Multilayer Networks

Author : Fintan McGee
Publisher : Springer Nature
ISBN 13 : 303102608X
Total Pages : 134 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Visual Analysis of Multilayer Networks by : Fintan McGee

Download or read book Visual Analysis of Multilayer Networks written by Fintan McGee and published by Springer Nature. This book was released on 2022-06-01 with total page 134 pages. Available in PDF, EPUB and Kindle. Book excerpt: The emergence of multilayer networks as a concept from the field of complex systems provides many new opportunities for the visualization of network complexity, and has also raised many new exciting challenges. The multilayer network model recognizes that the complexity of relationships between entities in real-world systems is better embraced as several interdependent subsystems (or layers) rather than a simple graph approach. Despite only recently being formalized and defined, this model can be applied to problems in the domains of life sciences, sociology, digital humanities, and more. Within the domain of network visualization there already are many existing systems, which visualize data sets having many characteristics of multilayer networks, and many techniques, which are applicable to their visualization. In this Synthesis Lecture, we provide an overview and structured analysis of contemporary multilayer network visualization. This is not only for researchers in visualization, but also for those who aim to visualize multilayer networks in the domain of complex systems, as well as those solving problems within application domains. We have explored the visualization literature to survey visualization techniques suitable for multilayer network visualization, as well as tools, tasks, and analytic techniques from within application domains. We also identify the research opportunities and examine outstanding challenges for multilayer network visualization along with potential solutions and future research directions for addressing them.

User Modeling, Adaptation, and Personalization

Author : Judith Masthoff
Publisher : Springer
ISBN 13 : 3642314546
Total Pages : 396 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis User Modeling, Adaptation, and Personalization by : Judith Masthoff

Download or read book User Modeling, Adaptation, and Personalization written by Judith Masthoff and published by Springer. This book was released on 2012-06-19 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 20 th International Conference on User Modeling, Adaptation, and Personalization, held in Montreal, Canada, in July 2012. The 22 long and 7 short papers of the Research Paper Track presented were carefully reviewed and selected from 101 submissions. The papers are organized in topical sections on user engagement; trust; user motivation, attention, and effort; recommender systems (including topics such as matrix factorization, critiquing, noise and spam in recommender systems); user centered design and evaluation; educational data mining; modeling learners; user models in microblogging; and visualization. The Industry Paper Track covered innovative commercial implementations or applications of UMAP technologies, and experience in applying recent research advances in practice. 2 long and 1 short papers were accepted of 5 submissions.

Agent and Multi-Agent Systems: Technologies and Applications

Author : Gordan Jezic
Publisher : Springer
ISBN 13 : 3319197282
Total Pages : 468 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Agent and Multi-Agent Systems: Technologies and Applications by : Gordan Jezic

Download or read book Agent and Multi-Agent Systems: Technologies and Applications written by Gordan Jezic and published by Springer. This book was released on 2015-06-09 with total page 468 pages. Available in PDF, EPUB and Kindle. Book excerpt: Agents and multi-agent systems are related to a modern software paradigm which has long been recognized as a promising technology for constructing autonomous, complex and intelligent systems. The topics covered in this volume include agent-oriented software engineering, agent co-operation, co-ordination, negotiation, organization and communication, distributed problem solving, specification of agent communication languages, agent privacy, safety and security, formalization of ontologies and conversational agents. The volume highlights new trends and challenges in agent and multi-agent research and includes 38 papers classified in the following specific topics: learning paradigms, agent-based modeling and simulation, business model innovation and disruptive technologies, anthropic-oriented computing, serious games and business intelligence, design and implementation of intelligent agents and multi-agent systems, digital economy, and advances in networked virtual enterprises. Published papers have been presented at the 9th KES Conference on Agent and Multi-Agent Systems – Technologies and Applications (KES-AMSTA 2015) held in Sorrento, Italy. Presented results should be of value to the research community working in the fields of artificial intelligence, collective computational intelligence, robotics, dialogue systems and, in particular, agent and multi-agent systems, technologies, tools and applications.