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Situation Recognition Using Eventshop
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Book Synopsis Situation Recognition Using EventShop by : Vivek K. Singh
Download or read book Situation Recognition Using EventShop written by Vivek K. Singh and published by Springer. This book was released on 2016-05-31 with total page 152 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a framework for converting multitudes of data streams available today including weather patterns, stock prices, social media, traffic information, and disease incidents into actionable insights based on situation recognition. It computationally defines the notion of situations as an abstraction of millions of data points into actionable insights, describes a computational framework to model and evaluate such situations and presents an open-source web-based system called EventShop to implement them without necessitating programming expertise. The book is useful for both practitioners and researchers working in the field of situation-aware computing. It acts as a primer for data-enthusiasts and information professionals interested in harnessing the value of heterogeneous big data for building diverse situation-based applications. It also can be used as a reference text by researchers working in areas as varied as database design, multimodel concept recognition, and middle-ware and ubiquitous computing to design and develop frameworks that allow users to create their own situation recognition frameworks.
Book Synopsis Frontiers of Multimedia Research by : Shih-Fu Chang
Download or read book Frontiers of Multimedia Research written by Shih-Fu Chang and published by Morgan & Claypool. This book was released on 2018-01-03 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: The field of multimedia is unique in offering a rich and dynamic forum for researchers from “traditional” fields to collaborate and develop new solutions and knowledge that transcend the boundaries of individual disciplines. Despite the prolific research activities and outcomes, however, few efforts have been made to develop books that serve as an introduction to the rich spectrum of topics covered by this broad field. A few books are available that either focus on specific subfields or basic background in multimedia. Tutorial-style materials covering the active topics being pursued by the leading researchers at frontiers of the field are currently lacking. In 2015, ACM SIGMM, the special interest group on multimedia, launched a new initiative to address this void by selecting and inviting 12 rising-star speakers from different subfields of multimedia research to deliver plenary tutorial-style talks at the ACM Multimedia conference for 2015. Each speaker discussed the challenges and state-of-the-art developments of their prospective research areas in a general manner to the broad community. The covered topics were comprehensive, including multimedia content understanding, multimodal human-human and human-computer interaction, multimedia social media, and multimedia system architecture and deployment. Following the very positive responses to these talks, the speakers were invited to expand the content covered in their talks into chapters that can be used as reference material for researchers, students, and practitioners. Each chapter discusses the problems, technical challenges, state-of-the-art approaches and performances, open issues, and promising direction for future work. Collectively, the chapters provide an excellent sampling of major topics addressed by the community as a whole. This book, capturing some of the outcomes of such efforts, is well positioned to fill the aforementioned needs in providing tutorial-style reference materials for frontier topics in multimedia. At the same time, the speed and sophistication required of data processing have grown. In addition to simple queries, complex algorithms like machine learning and graph analysis are becoming common. And in addition to batch processing, streaming analysis of real-time data is required to let organizations take timely action. Future computing platforms will need to not only scale out traditional workloads, but support these new applications too. This book, a revised version of the 2014 ACM Dissertation Award winning dissertation, proposes an architecture for cluster computing systems that can tackle emerging data processing workloads at scale. Whereas early cluster computing systems, like MapReduce, handled batch processing, our architecture also enables streaming and interactive queries, while keeping MapReduce's scalability and fault tolerance. And whereas most deployed systems only support simple one-pass computations (e.g., SQL queries), ours also extends to the multi-pass algorithms required for complex analytics like machine learning. Finally, unlike the specialized systems proposed for some of these workloads, our architecture allows these computations to be combined, enabling rich new applications that intermix, for example, streaming and batch processing. We achieve these results through a simple extension to MapReduce that adds primitives for data sharing, called Resilient Distributed Datasets (RDDs). We show that this is enough to capture a wide range of workloads. We implement RDDs in the open source Spark system, which we evaluate using synthetic and real workloads. Spark matches or exceeds the performance of specialized systems in many domains, while offering stronger fault tolerance properties and allowing these workloads to be combined. Finally, we examine the generality of RDDs from both a theoretical modeling perspective and a systems perspective. This version of the dissertation makes corrections throughout the text and adds a new section on the evolution of Apache Spark in industry since 2014. In addition, editing, formatting, and links for the references have been added.
Book Synopsis Computational Science and Its Applications – ICCSA 2018 by : Osvaldo Gervasi
Download or read book Computational Science and Its Applications – ICCSA 2018 written by Osvaldo Gervasi and published by Springer. This book was released on 2018-07-03 with total page 754 pages. Available in PDF, EPUB and Kindle. Book excerpt: The five volume set LNCS 10960 until 10964 constitutes the refereed proceedings of the 18th International Conference on Computational Science and Its Applications, ICCSA 2018, held in Melbourne, Australia, in July 2018. Apart from the general tracks, ICCSA 2018 also includes 34 international workshops in various areas of computational sciences, ranging from computational science technologies, to specific areas of computational sciences, such as computer graphics and virtual reality. The total of 265 full papers and 10 short papers presented in the 5-volume proceedings set of ICCSA 2018, were carefully reviewed and selected from 892 submissions.
Book Synopsis Event Mining for Explanatory Modeling by : Laleh Jalali
Download or read book Event Mining for Explanatory Modeling written by Laleh Jalali and published by Morgan & Claypool. This book was released on 2021-05-21 with total page 162 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces the concept of Event Mining for building explanatory models from analyses of correlated data. Such a model may be used as the basis for predictions and corrective actions. The idea is to create, via an iterative process, a model that explains causal relationships in the form of structural and temporal patterns in the data. The first phase is the data-driven process of hypothesis formation, requiring the analysis of large amounts of data to find strong candidate hypotheses. The second phase is hypothesis testing, wherein a domain expert’s knowledge and judgment is used to test and modify the candidate hypotheses. The book is intended as a primer on Event Mining for data-enthusiasts and information professionals interested in employing these event-based data analysis techniques in diverse applications. The reader is introduced to frameworks for temporal knowledge representation and reasoning, as well as temporal data mining and pattern discovery. Also discussed are the design principles of event mining systems. The approach is reified by the presentation of an event mining system called EventMiner, a computational framework for building explanatory models. The book contains case studies of using EventMiner in asthma risk management and an architecture for the objective self. The text can be used by researchers interested in harnessing the value of heterogeneous big data for designing explanatory event-based models in diverse application areas such as healthcare, biological data analytics, predictive maintenance of systems, computer networks, and business intelligence.
Book Synopsis Personalized Situation Recognition by : Vivek Kumar Singh
Download or read book Personalized Situation Recognition written by Vivek Kumar Singh and published by . This book was released on 2012 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the growth in internet-of-things, social media, mobile devices, and planetary-scale sensing, there is an unprecedented opportunity to assimilate spatio-temporally distributed streams into actionable situations. Detecting situations in realtime can be used to benefit human lives and resources in multiple applications. However, the progress in the field of situation recognition, is still sluggish because: (a) the notion of situations is still vague and ill-defined, (b) there is a lack of abstractions and techniques to help users model their situations of interest, and (c) there is a lack of computational tools to rapidly implement, refine, and personalize these situation models to build various situation-based applications. This dissertation computationally defines situations and presents a framework for personalized situation recognition by providing support for conceptual situation modeling, data unification, real-time situation recognition, personalization, and action-taking. The proposed framework defines a situation as ``An actionable abstraction of observed spatio-temporal descriptors'', and identifies a data representation, a set of analysis operations, and lays out a workflow for modeling different situations of interest. Considering Space and Time as the unifying axes, it represents data in a grid-based E-mage data structure. It defines an algebra of operations (viz. Selection, Aggregation, Classification, Spatio-temporal Characterization, and Spatio-temporal Pattern Matching) for situation recognition; and defines a step-by-step guide to help domain experts model their situations based on the data, the operations, and the transformations. The framework is operationalized via EventShop - a web based system which lets users graphically select, import, combine, and operate, on real-time data streams to recognize situations for generating appropriate information and actions. EventShop allows different designers to quickly configure their situation models, evaluate the results, and refine the models until a satisfactory level of performance for supporting various applications is achieved. The detected situations can also be personalized and used for undertaking control actions via Situation-Action rule templates. The framework has been used to build multiple applications including flu monitoring and alerting, wildfire recognition, business decision making, flood alerts, asthma recommendation system, seasonal characteristics analysis, and hurricane monitoring.
Book Synopsis Situation Recognition Based on Complex Event Processing by : Ana Cristina Franco da Silva
Download or read book Situation Recognition Based on Complex Event Processing written by Ana Cristina Franco da Silva and published by . This book was released on 2015 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis ICT for Health, Accessibility and Wellbeing by : Edwige Pissaloux
Download or read book ICT for Health, Accessibility and Wellbeing written by Edwige Pissaloux and published by Springer Nature. This book was released on 2022-03-05 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes selected papers presented at the First International Conference on ICT for Health, Accessibility and Wellbeing, IHAW 2021, held in Larnaca, Cyprus, in November 2021. The 12 full papers and 7 short papers were thoroughly reviewed and selected from 36 submissions. One invited paper was also included in this volume. The papers are organized in topical sections on active aging; assistive devices and systems; brain functions support and mHealth; brain functions support and oncology; ICT and wellbeing.
Book Synopsis Frontiers of Multimedia Research by : Shih-Fu Chang
Download or read book Frontiers of Multimedia Research written by Shih-Fu Chang and published by Morgan & Claypool. This book was released on 2018-01-03 with total page 492 pages. Available in PDF, EPUB and Kindle. Book excerpt: The field of multimedia is unique in offering a rich and dynamic forum for researchers from “traditional” fields to collaborate and develop new solutions and knowledge that transcend the boundaries of individual disciplines. Despite the prolific research activities and outcomes, however, few efforts have been made to develop books that serve as an introduction to the rich spectrum of topics covered by this broad field. A few books are available that either focus on specific subfields or basic background in multimedia. Tutorial-style materials covering the active topics being pursued by the leading researchers at frontiers of the field are currently lacking. In 2015, ACM SIGMM, the special interest group on multimedia, launched a new initiative to address this void by selecting and inviting 12 rising-star speakers from different subfields of multimedia research to deliver plenary tutorial-style talks at the ACM Multimedia conference for 2015. Each speaker discussed the challenges and state-of-the-art developments of their prospective research areas in a general manner to the broad community. The covered topics were comprehensive, including multimedia content understanding, multimodal human-human and human-computer interaction, multimedia social media, and multimedia system architecture and deployment. Following the very positive responses to these talks, the speakers were invited to expand the content covered in their talks into chapters that can be used as reference material for researchers, students, and practitioners. Each chapter discusses the problems, technical challenges, state-of-the-art approaches and performances, open issues, and promising direction for future work. Collectively, the chapters provide an excellent sampling of major topics addressed by the community as a whole. This book, capturing some of the outcomes of such efforts, is well positioned to fill the aforementioned needs in providing tutorial-style reference materials for frontier topics in multimedia. At the same time, the speed and sophistication required of data processing have grown. In addition to simple queries, complex algorithms like machine learning and graph analysis are becoming common. And in addition to batch processing, streaming analysis of real-time data is required to let organizations take timely action. Future computing platforms will need to not only scale out traditional workloads, but support these new applications too. This book, a revised version of the 2014 ACM Dissertation Award winning dissertation, proposes an architecture for cluster computing systems that can tackle emerging data processing workloads at scale. Whereas early cluster computing systems, like MapReduce, handled batch processing, our architecture also enables streaming and interactive queries, while keeping MapReduce's scalability and fault tolerance. And whereas most deployed systems only support simple one-pass computations (e.g., SQL queries), ours also extends to the multi-pass algorithms required for complex analytics like machine learning. Finally, unlike the specialized systems proposed for some of these workloads, our architecture allows these computations to be combined, enabling rich new applications that intermix, for example, streaming and batch processing. We achieve these results through a simple extension to MapReduce that adds primitives for data sharing, called Resilient Distributed Datasets (RDDs). We show that this is enough to capture a wide range of workloads. We implement RDDs in the open source Spark system, which we evaluate using synthetic and real workloads. Spark matches or exceeds the performance of specialized systems in many domains, while offering stronger fault tolerance properties and allowing these workloads to be combined. Finally, we examine the generality of RDDs from both a theoretical modeling perspective and a systems perspective. This version of the dissertation makes corrections throughout the text and adds a new section on the evolution of Apache Spark in industry since 2014. In addition, editing, formatting, and links for the references have been added.
Book Synopsis Consumer Behaviour in Sport and Events by : Daniel Funk
Download or read book Consumer Behaviour in Sport and Events written by Daniel Funk and published by Routledge. This book was released on 2008-10-23 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: Consumer Behaviour in Sport and Events emphasises the role of consumer behaviour in sport marketing. Given the social, economic, and environmental benefits of sport events, the challenge for marketers is to understand the complexity of sport and event participation. Through a heightened understanding of consumer behaviour, marketers are able to develop communication strategies to enhance the experience, while identifying key elements of the consumer’s decision-making process. This book provides students and industry professionals with the knowledge and skills necessary to meet the current marketing challenges facing professionals working in the sport and event industries. This comprehensive text covers a wide range of determinants that influence both active recreation and passive spectator participation, and offers the reader: A detailed understanding of the personal, psychological and environmental factors that influence sport and event related consumer behaviour A basis for the development of marketing actions useful in sport and related business, community and government sectors A comprehensive understanding of how individuals associate themselves with sport and event products and services A quick and simple segmentation tool to guide discussion of marketing actions and strategies for four stages of involvement with sport and events A comprehensive events checklist to help understand marketing actions related to the development, promotion and delivery of a sport event. Sport and event consumer behaviour is a rapidly growing area of interest and this book is considered a valuable resource for those involved in the sport and events industries from students to marketers to academics.
Book Synopsis Multimedia Computing by : Gerald Friedland
Download or read book Multimedia Computing written by Gerald Friedland and published by Cambridge University Press. This book was released on 2014-07-28 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: This innovative textbook presents an experiential, holistic approach to multimedia computing along with practical algorithms.
Book Synopsis Designing Geodatabases by : David Arctur
Download or read book Designing Geodatabases written by David Arctur and published by ESRI, Inc.. This book was released on 2004 with total page 410 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Building accurate geodatabases is the foundation for meaningful and reliable GIS. By documenting actual case studies of successful ArcGIS implementations, Designing Geodatabases makes it easier to envision your own database plan."--Jacket.
Download or read book Ralph Lauren's Polo Shirt written by and published by Rizzoli Publications. This book was released on 2022-04-26 with total page 546 pages. Available in PDF, EPUB and Kindle. Book excerpt: Embodying a chic casualness that is uniquely American, the Polo shirt is a cultural symbol, worn by everyone from movie stars and presidents to athletes and artists. The Polo shirt is to Ralph Lauren what Mickey Mouse is to Disney or the Empire State Building is to New York City. Whether worn with the collar popped up, open and untucked, or dressed up under a suit jacket, the Polo embodies the optimism of American style. In Lauren’s words, “It’s honest and from the heart and hopefully that is what touches the diversity of all who wear it. It was never about a shirt, but a way of living. ”Featuring a gallery of stars from the worlds of sports, politics, film, and music—from Leonardo DiCaprio and Spike Lee, to Bill Clinton and Oprah Winfrey, to Pharrell Williams and Venus Williams—as well as everyday people who make the Polo their canvas for self-expression, The Polo Shirt looks at the enduring cool of a wardrobe classic. Included are the full range of colors, styles, and fits the shirt has been produced in during its more than 50 year history. From the classic white to the weathered Polo, from the striped Polo to the US Olympic, US Open, and Wimbledon Championship collaborations, this catalogue celebrates the full spectrum of the Polo, making it a collector’s dream.
Download or read book Life Undercover written by Amaryllis Fox and published by Vintage. This book was released on 2019-10-15 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: INSTANT NEW YORK TIMES BESTSELLER “Fast and thrilling . . . Life Undercover reads as if a John le Carré character landed in Eat Pray Love." —The New York Times Amaryllis Fox's riveting memoir tells the story of her ten years in the most elite clandestine ops unit of the CIA, hunting the world's most dangerous terrorists in sixteen countries while marrying and giving birth to a daughter Amaryllis Fox was in her last year as an undergraduate at Oxford studying theology and international law when her writing mentor Daniel Pearl was captured and beheaded. Galvanized by this brutality, Fox applied to a master's program in conflict and terrorism at Georgetown's School of Foreign Service, where she created an algorithm that predicted, with uncanny certainty, the likelihood of a terrorist cell arising in any village around the world. At twenty-one, she was recruited by the CIA. Her first assignment was reading and analyzing hundreds of classified cables a day from foreign governments and synthesizing them into daily briefs for the president. Her next assignment was at the Iraq desk in the Counterterrorism center. At twenty-two, she was fast-tracked into advanced operations training, sent from Langley to "the Farm," where she lived for six months in a simulated world learning how to use a Glock, how to get out of flexicuffs while locked in the trunk of a car, how to withstand torture, and the best ways to commit suicide in case of captivity. At the end of this training she was deployed as a spy under non-official cover--the most difficult and coveted job in the field as an art dealer specializing in tribal and indigenous art and sent to infiltrate terrorist networks in remote areas of the Middle East and Asia. Life Undercover is exhilarating, intimate, fiercely intelligent--an impossible to put down record of an extraordinary life, and of Amaryllis Fox's astonishing courage and passion.
Download or read book App Inventor written by David Wolber and published by "O'Reilly Media, Inc.". This book was released on 2011-05-03 with total page 386 pages. Available in PDF, EPUB and Kindle. Book excerpt: A guide to using App Inventor to create Android applications presents step-by-step instructions for a variety of projects, including creating location-aware apps, data storage, and decision-making apps.
Book Synopsis Collaborative Information Seeking by : Preben Hansen
Download or read book Collaborative Information Seeking written by Preben Hansen and published by Springer. This book was released on 2015-09-12 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: Compiled by world- class leaders in the field of collaborative information retrieval and search (CIS), this book centres on the notion that information seeking is not always a solitary activity and working in collaboration to perform information-seeking tasks should be studied and supported. Covering aspects of theories, models, and applications the book is divided in three parts: · Best Practices and Studies: providing an overview of current knowledge and state-of-the-art in the field. · New Domains: covers some of the new and exciting opportunities of applying CIS · New Thoughts: focuses on new research directions by scholars from academia and industry from around the world. Collaborative Information Seeking provides a valuable reference for student, teachers, and researchers interested in the area of collaborative work, information seeking/retrieval, and human-computer interaction.
Book Synopsis Google Hacking for Penetration Testers by : Johnny Long
Download or read book Google Hacking for Penetration Testers written by Johnny Long and published by Elsevier. This book was released on 2004-12-17 with total page 529 pages. Available in PDF, EPUB and Kindle. Book excerpt: Google, the most popular search engine worldwide, provides web surfers with an easy-to-use guide to the Internet, with web and image searches, language translation, and a range of features that make web navigation simple enough for even the novice user. What many users don’t realize is that the deceptively simple components that make Google so easy to use are the same features that generously unlock security flaws for the malicious hacker. Vulnerabilities in website security can be discovered through Google hacking, techniques applied to the search engine by computer criminals, identity thieves, and even terrorists to uncover secure information. This book beats Google hackers to the punch, equipping web administrators with penetration testing applications to ensure their site is invulnerable to a hacker’s search. Penetration Testing with Google Hacks explores the explosive growth of a technique known as "Google Hacking." When the modern security landscape includes such heady topics as "blind SQL injection" and "integer overflows," it's refreshing to see such a deceptively simple tool bent to achieve such amazing results; this is hacking in the purest sense of the word. Readers will learn how to torque Google to detect SQL injection points and login portals, execute port scans and CGI scans, fingerprint web servers, locate incredible information caches such as firewall and IDS logs, password databases, SQL dumps and much more - all without sending a single packet to the target! Borrowing the techniques pioneered by malicious "Google hackers," this talk aims to show security practitioners how to properly protect clients from this often overlooked and dangerous form of information leakage. *First book about Google targeting IT professionals and security leaks through web browsing. *Author Johnny Long, the authority on Google hacking, will be speaking about "Google Hacking" at the Black Hat 2004 Briefing. His presentation on penetrating security flaws with Google is expected to create a lot of buzz and exposure for the topic. *Johnny Long's Web site hosts the largest repository of Google security exposures and is the most popular destination for security professionals who want to learn about the dark side of Google.
Download or read book Allan Kaprow written by Allan Kaprow and published by Getty Publications. This book was released on 2008 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: Documents artist Allan Keprow's life and work through an extensive chronology that visually portrays his evolution from painter to environmental artist to inventor of the Happening and the Activity.
