Event Attendance Prediction in Social Networks

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Publisher : Springer Nature
ISBN 13 : 303089262X
Total Pages : 59 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Event Attendance Prediction in Social Networks by : Xiaomei Zhang

Download or read book Event Attendance Prediction in Social Networks written by Xiaomei Zhang and published by Springer Nature. This book was released on 2022-01-01 with total page 59 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume focuses on predicting users’ attendance at a future event at specific time and location based on their common interests. Event attendance prediction has attracted considerable attention because of its wide range of potential applications. By predicting event attendance, events that better fit users’ interests can be recommended, and personalized location-based or topic-based services related to the events can be provided to users. Moreover, it can help event organizers estimating the event scale, identifying conflicts, and help manage resources. This book first surveys existing techniques on event attendance prediction and other related topics in event-based social networks. It then introduces a context-aware data mining approach to predict the event attendance by learning how users are likely to attend future events. Specifically, three sets of context-aware attributes are identified by analyzing users’ past activities, including semantic, temporal, and spatial attributes. This book illustrates how these attributes can be applied for event attendance prediction by incorporating them into supervised learning models, and demonstrates their effectiveness through a real-world dataset collected from event-based social networks.

Human Behavior Analysis: Sensing and Understanding

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Publisher : Springer Nature
ISBN 13 : 9811521093
Total Pages : 277 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Human Behavior Analysis: Sensing and Understanding by : Zhiwen Yu

Download or read book Human Behavior Analysis: Sensing and Understanding written by Zhiwen Yu and published by Springer Nature. This book was released on 2020-02-29 with total page 277 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the last decade, there has been a growing interest in human behavior analysis, motivated by societal needs such as security, natural interfaces, affective computing, and assisted living. However, the accurate and non-invasive detection and recognition of human behavior remain major challenges and the focus of many research efforts. Traditionally, in order to identify human behavior, it is first necessary to continuously collect the readings of physical sensing devices (e.g., camera, GPS, and RFID), which can be worn on human bodies, attached to objects, or deployed in the environment. Afterwards, using recognition algorithms or classification models, the behavior types can be identified so as to facilitate advanced applications. Although such traditional approaches deliver satisfactory performance and are still widely used, most of them are intrusive and require specific sensing devices, raising issues such as privacy and deployment costs. In this book, we will present our latest findings on non-invasive sensing and understanding of human behavior. Specifically, this book differs from existing literature in the following senses. Firstly, we focus on approaches that are based on non-invasive sensing technologies, including both sensor-based and device-free variants. Secondly, while most existing studies examine individual behaviors, we will systematically elaborate on how to understand human behaviors of various granularities, including not only individual-level but also group-level and community-level behaviors. Lastly, we will discuss the most important scientific problems and open issues involved in human behavior analysis.

Web and Big Data

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Publisher : Springer Nature
ISBN 13 : 3030602591
Total Pages : 829 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Web and Big Data by : Xin Wang

Download or read book Web and Big Data written by Xin Wang and published by Springer Nature. This book was released on 2020-10-15 with total page 829 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set, LNCS 11317 and 12318, constitutes the thoroughly refereed proceedings of the 4th International Joint Conference, APWeb-WAIM 2020, held in Tianjin, China, in September 2020. Due to the COVID-19 pandemic the conference was organizedas a fully online conference. The 42 full papers presented together with 17 short papers, and 6 demonstration papers were carefully reviewed and selected from 180 submissions. The papers are organized around the following topics: Big Data Analytics; Graph Data and Social Networks; Knowledge Graph; Recommender Systems; Information Extraction and Retrieval; Machine Learning; Blockchain; Data Mining; Text Analysis and Mining; Spatial, Temporal and Multimedia Databases; Database Systems; and Demo.

Information Modelling and Knowledge Bases XXX

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Publisher : IOS Press
ISBN 13 : 1614999333
Total Pages : 570 pages
Book Rating : 4.6/5 (149 download)

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Book Synopsis Information Modelling and Knowledge Bases XXX by : T. Endrjukaite

Download or read book Information Modelling and Knowledge Bases XXX written by T. Endrjukaite and published by IOS Press. This book was released on 2019-01-03 with total page 570 pages. Available in PDF, EPUB and Kindle. Book excerpt: Information modeling and knowledge bases have become essential subjects in the last three decades, not only in academic communities related to information systems and computer science, but also in the areas of business where information technology is applied. This book presents the proceedings of the 28th International Conference on Information Modelling and Knowledge Bases (EJC2018), held in Riga, Latvia from 4–8 June 2018. The aim of the conference was to bring together experts with a common interest in the understanding and solving of problems on information modelling and knowledge bases, as well as those from different areas of computer science and other disciplines who apply the results of research to practice. The 39 accepted papers collected here cover a variety of topics, including: conceptual modeling; knowledge and information modeling and discovery; linguistic modeling; cross-cultural communication and social computing; multimedia data modeling and systems; and environmental modeling and engineering. The book will be of interest to researchers and practitioners alike, and to anyone wanting a better understanding of current advances in information technology.

MultiMedia Modeling

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Publisher : Springer
ISBN 13 : 3319518119
Total Pages : 742 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis MultiMedia Modeling by : Laurent Amsaleg

Download or read book MultiMedia Modeling written by Laurent Amsaleg and published by Springer. This book was released on 2016-12-30 with total page 742 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set LNCS 10132 and 10133 constitutes the thoroughly refereed proceedings of the 23rd International Conference on Multimedia Modeling, MMM 2017, held in Reykjavik, Iceland, in January 2017. Of the 149 full papers submitted, 36 were selected for oral presentation and 33 for poster presentation; of the 34 special session papers submitted, 24 were selected for oral presentation and 2 for poster presentation; in addition, 5 demonstrations were accepted from 8 submissions, and all 7 submissions to VBS 2017. All papers presented were carefully reviewed and selected from 198 submissions. MMM is a leading international conference for researchers and industry practitioners for sharing new ideas, original research results and practical development experiences from all MMM related areas, broadly falling into three categories: multimedia content analysis; multimedia signal processing and communications; and multimedia applications and services.

Database Systems for Advanced Applications

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Publisher : Springer
ISBN 13 : 3319320556
Total Pages : 394 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis Database Systems for Advanced Applications by : Hong Gao

Download or read book Database Systems for Advanced Applications written by Hong Gao and published by Springer. This book was released on 2016-04-11 with total page 394 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the workshop proceedings of the 21st International Conference on Database Systems for Advanced Applications, DASFAA 2016, held in Dallas, TX, USA, in April 2016. The volume contains 32 full papers (selected from 43 submissions) from 4 workshops, each focusing on a specific area that contributes to the main themes of DASFAA 2016: The Third International Workshop on Semantic Computing and Personalization, SeCoP 2016; the Third International Workshop on Big Data Management and Service, BDMS 2016; the First International Workshop on Big Data Quality Management, BDQM 2016; and the Second International Workshop on Mobile of Internet, MoI 2016.

Social Informatics

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Publisher : Springer
ISBN 13 : 3319478745
Total Pages : 528 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Social Informatics by : Emma Spiro

Download or read book Social Informatics written by Emma Spiro and published by Springer. This book was released on 2016-11-01 with total page 528 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set LNCS 10046 and 10047 constitutes the proceedings of the 8th International Conference on Social Informatics, SocInfo 2016, held in Bellevue, WA, USA, in November 2016. The 33 full papers and 34 poster papers presented in this volume were carefully reviewed and selected from 120 submissions. They are organized in topical sections named: networks, communities, and groups; politics, news, and events; markets, crowds, and consumers; and privacy, health, and well-being.

Marketing and Smart Technologies

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Publisher : Springer Nature
ISBN 13 : 9811692726
Total Pages : 715 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Marketing and Smart Technologies by : José Luís Reis

Download or read book Marketing and Smart Technologies written by José Luís Reis and published by Springer Nature. This book was released on 2022-03-14 with total page 715 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book includes selected papers presented at the International Conference on Marketing and Technologies (ICMarkTech 2021), held at University of La Laguna, Tenerife, Spain, during December 2–4, 2021. It covers up-to-date cutting-edge research on artificial intelligence applied in marketing, virtual and augmented reality in marketing, business intelligence databases and marketing, data mining and big data, marketing data science, web marketing, e-commerce and v-commerce, social media and networking, geomarketing and IoT, marketing automation and inbound marketing, machine learning applied to marketing, customer data management and CRM, and neuromarketing technologies.

HOW TO USE ANN FOR LINK PREDICTION IN SOCIAL NETWORK

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Author :
Publisher : Blue Rose Publishers
ISBN 13 :
Total Pages : 50 pages
Book Rating : 4./5 ( download)

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Book Synopsis HOW TO USE ANN FOR LINK PREDICTION IN SOCIAL NETWORK by : sneha soni

Download or read book HOW TO USE ANN FOR LINK PREDICTION IN SOCIAL NETWORK written by sneha soni and published by Blue Rose Publishers. This book was released on 2022-07-25 with total page 50 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social Networks (SNs) have attracted many users and have become an integrated part of the individual’s daily practices. The rapid climb of SNs like Twitter and Facebook has generated a great deal of knowledge that sets direction for research in social relationships. The knowledge network represented by Facebook is predicated on information transmission, sharing, and exchange. The prediction process from prior information of the event helps to know the evolution of social networks and assists the companies in effective decision making during a typical recommendation system . Social network connection prediction is an efficient technique for the analysis of the evolution of social organizations and formation of the social network relations.Link prediction is a crucial research direction within the field of complex networks and data processing . Some complex physical processes like local stochastic processes also are wont to measure the similarity between network nodes and improve the accuracy of the link prediction . In other words two linked nodes during a network may have a possible relationship. Analyzing whether there's a possible relationship can help to seek out potential links and tightness measures the intensity of the connection. Currently with the rapid development, online social networks have been a neighborhood of people’s life.

Prediction Markets

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Publisher : Routledge
ISBN 13 : 113671569X
Total Pages : 289 pages
Book Rating : 4.1/5 (367 download)

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Book Synopsis Prediction Markets by : Leighton Vaughan Williams

Download or read book Prediction Markets written by Leighton Vaughan Williams and published by Routledge. This book was released on 2011-06-16 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: How does one effectively aggregate disparate pieces of information that are spread among many different individuals? In other words, how does one best access the ‘wisdom of the crowd’? Prediction markets, which are essentially speculative markets created for the purpose of aggregating information and making predictions, offer the answer to this question. The effective use of these markets has the potential not only to help forecast future events on a national and international level, but also to assist companies, for example, in providing improved estimates of the potential market size for a new product idea or the launch date of new products and services. The markets have already been used to forecast uncertain outcomes ranging from influenza to the spread of infectious diseases, to the demand for hospital services, to the box office success of movies, climate change, vote shares and election outcomes, to the probability of meeting project deadlines. The insights gained also have many potentially valuable applications for public policy more generally. These markets offer substantial promise as a tool of information aggregation as well as forecasting, whether alone or as a supplement to other mechanisms like opinion surveys, group deliberations, panels of experts and focus groups. Moreover, they can be applied at a macroeconomic and microeconomic level to yield information that is valuable for government and commercial policy-makers and which can be used for a number of social purposes. This volume of original readings, contributed by many of the leading experts in the field, marks a significant addition to the base of knowledge about this fascinating subject area. The book should be of interest to anyone looking at monetary economics, economic forecasting and microeconomics.

Computational Social Networks

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Publisher : Springer Science & Business Media
ISBN 13 : 1447140540
Total Pages : 390 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Computational Social Networks by : Ajith Abraham

Download or read book Computational Social Networks written by Ajith Abraham and published by Springer Science & Business Media. This book was released on 2012-08-14 with total page 390 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is the third of three volumes that illustrate the concept of social networks from a computational point of view. The book contains contributions from a international selection of world-class experts, with a specific focus on knowledge discovery and visualization of complex networks (the other two volumes review Tools, Perspectives, and Applications, and Security and Privacy in CSNs). Topics and features: presents the latest advances in CSNs, and illustrates how organizations can gain a competitive advantage from a better understanding of complex social networks; discusses the design and use of a wide range of computational tools and software for social network analysis; describes simulations of social networks, and the representation and analysis of social networks, highlighting methods for the data mining of CSNs; provides experience reports, survey articles, and intelligence techniques and theories relating to specific problems in network technology.

Prediction and Inference from Social Networks and Social Media

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Publisher : Springer
ISBN 13 : 3319510495
Total Pages : 225 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Prediction and Inference from Social Networks and Social Media by : Jalal Kawash

Download or read book Prediction and Inference from Social Networks and Social Media written by Jalal Kawash and published by Springer. This book was released on 2017-03-16 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book addresses the challenges of social network and social media analysis in terms of prediction and inference. The chapters collected here tackle these issues by proposing new analysis methods and by examining mining methods for the vast amount of social content produced. Social Networks (SNs) have become an integral part of our lives; they are used for leisure, business, government, medical, educational purposes and have attracted billions of users. The challenges that stem from this wide adoption of SNs are vast. These include generating realistic social network topologies, awareness of user activities, topic and trend generation, estimation of user attributes from their social content, and behavior detection. This text has applications to widely used platforms such as Twitter and Facebook and appeals to students, researchers, and professionals in the field.

Proceedings of the Australasian Computer Science Week Multiconference

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Publisher :
ISBN 13 : 9781450376976
Total Pages : 367 pages
Book Rating : 4.3/5 (769 download)

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Book Synopsis Proceedings of the Australasian Computer Science Week Multiconference by :

Download or read book Proceedings of the Australasian Computer Science Week Multiconference written by and published by . This book was released on 2020 with total page 367 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Blockchain-based Internet of Things

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Publisher : CRC Press
ISBN 13 : 1040000592
Total Pages : 239 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Blockchain-based Internet of Things by : Iraq Ahmad Reshi

Download or read book Blockchain-based Internet of Things written by Iraq Ahmad Reshi and published by CRC Press. This book was released on 2024-02-08 with total page 239 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents an overview of the blockchain-based Internet of Things systems, along with the opportunities, challenges, and solutions in diverse fields such as business, education, agriculture, and healthcare. It discusses scalability, security, layers, threats, and countermeasures in blockchain-based Internet of Things network. Elaborates on the opportunities presented by combining blockchain with artificial intelligence on the Internet of Things systems in the management of food systems, and drug supply chains Explains the management of computationally intensive tasks in blockchain-based Internet of Things through the development of lightweight protocols Presents various applications in fields including logistics and the supply chain, automobile industry, smart housing, shared economy, and agriculture Provides insights into blockchain-based Internet of Things systems, along with their features, vulnerabilities, and architectural flaws The text is primarily written for graduate students, and academic researchers working in the fields of computer science and engineering, electrical engineering, and information technology

Recent Trends in Analysis of Images, Social Networks and Texts

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Publisher : Springer Nature
ISBN 13 : 3030712141
Total Pages : 308 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Recent Trends in Analysis of Images, Social Networks and Texts by : Wil M. P. van der Aalst

Download or read book Recent Trends in Analysis of Images, Social Networks and Texts written by Wil M. P. van der Aalst and published by Springer Nature. This book was released on 2021-03-24 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes revised selected papers of the 9th International Conference on Analysis of Images, Social Networks and Texts, AIST 2020, held in Moscow, Russia, in october 2020. Due to the COVID-19 pandemic the conference was held online. The 14 full papers, 9 short papers and 4 poster papers were carefully reviewed and selected from 108 qualified submissions. The papers are organized in topical sections on ​natural language processing; computer vision; social network analysis; data analysis and machine learning; theoretical machine learning and optimization; process mining; posters.

Social Media Measurement and Management

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Publisher : Routledge
ISBN 13 : 1351108050
Total Pages : 317 pages
Book Rating : 4.3/5 (511 download)

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Book Synopsis Social Media Measurement and Management by : Jeremy Harris Lipschultz

Download or read book Social Media Measurement and Management written by Jeremy Harris Lipschultz and published by Routledge. This book was released on 2019-06-25 with total page 317 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new textbook applies a critical and practical lens to the world of social media analytics. Author Jeremy Harris Lipschultz explores the foundations of digital data, strategic tools, and best practices in an accessible volume for students and practitioners of social media communication. The book expands upon entrepreneurship, marketing, and technological principles, demonstrating how raising awareness, sparking engagement, and producing business outcomes all require emphasis on customers, employees, and other stakeholders within paid, earned, social, and owned media. It also looks to the future, examining how the movement toward artificial intelligence and machine learning raises new legal and ethical issues in effective management of social media data. Additionally, the book offers a solid grounding in the principles of social media measurement itself, teaching the strategies and techniques that enable effective analysis. A perfect primer for this developing industry, Social Media Measurement: Entrepreneurial Digital Analytics is ideal for students, scholars, and practitioners of digital media seeking to hone their skills and expand their bank of tools and resources. It features theoretical and practical advice, a comprehensive glossary of key terms, and case studies from key industry thought leaders.

Intelligent System Design

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Publisher : Springer Nature
ISBN 13 : 9811554005
Total Pages : 865 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Intelligent System Design by : Suresh Chandra Satapathy

Download or read book Intelligent System Design written by Suresh Chandra Satapathy and published by Springer Nature. This book was released on 2020-08-10 with total page 865 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a collection of high-quality, peer-reviewed research papers from the 6th International Conference on Information System Design and Intelligent Applications (INDIA 2019), held at Lendi Institute of Engineering & Technology, India, from 1 to 2 November 2019. It covers a wide range of topics in computer science and information technology, including data mining and data warehousing, high-performance computing, parallel and distributed computing, computational intelligence, soft computing, big data, cloud computing, grid computing and cognitive computing.