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Question Answering for the Curated Web

Author : Rishiraj Saha Roy
Publisher : Springer Nature
ISBN 13 : 3031795121
Total Pages : 172 pages
Book Rating : 4.0/5 (317 download)

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Book Synopsis Question Answering for the Curated Web by : Rishiraj Saha Roy

Download or read book Question Answering for the Curated Web written by Rishiraj Saha Roy and published by Springer Nature. This book was released on 2022-05-31 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt: Question answering (QA) systems on the Web try to provide crisp answers to information needs posed in natural language, replacing the traditional ranked list of documents. QA, posing a multitude of research challenges, has emerged as one of the most actively investigated topics in information retrieval, natural language processing, and the artificial intelligence communities today. The flip side of such diverse and active interest is that publications are highly fragmented across several venues in the above communities, making it very difficult for new entrants to the field to get a good overview of the topic. Through this book, we make an attempt towards mitigating the above problem by providing an overview of the state-of-the-art in question answering. We cover the twin paradigms of curated Web sources used in QA tasks ‒ trusted text collections like Wikipedia, and objective information distilled into large-scale knowledge bases. We discuss distinct methodologies that have been applied to solve the QA problem in both these paradigms, using instantiations of recent systems for illustration. We begin with an overview of the problem setup and evaluation, cover notable sub-topics like open-domain, multi-hop, and conversational QA in depth, and conclude with key insights and emerging topics. We believe that this resource is a valuable contribution towards a unified view on QA, helping graduate students and researchers planning to work on this topic in the near future.

Question Answering for the Curated Web

Author : Rishiraj Saha Roy
Publisher : Morgan & Claypool Publishers
ISBN 13 : 1636392393
Total Pages : 194 pages
Book Rating : 4.6/5 (363 download)

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Book Synopsis Question Answering for the Curated Web by : Rishiraj Saha Roy

Download or read book Question Answering for the Curated Web written by Rishiraj Saha Roy and published by Morgan & Claypool Publishers. This book was released on 2021-10-28 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt: Question answering (QA) systems on the Web try to provide crisp answers to information needs posed in natural language, replacing the traditional ranked list of documents. QA, posing a multitude of research challenges, has emerged as one of the most actively investigated topics in information retrieval, natural language processing, and the artificial intelligence communities today. The flip side of such diverse and active interest is that publications are highly fragmented across several venues in the above communities, making it very difficult for new entrants to the field to get a good overview of the topic. Through this book, we make an attempt towards mitigating the above problem by providing an overview of the state-of-the-art in question answering. We cover the twin paradigms of curated Web sources used in QA tasks ‒ trusted text collections like Wikipedia, and objective information distilled into large-scale knowledge bases. We discuss distinct methodologies that have been applied to solve the QA problem in both these paradigms, using instantiations of recent systems for illustration. We begin with an overview of the problem setup and evaluation, cover notable sub-topics like open-domain, multi-hop, and conversational QA in depth, and conclude with key insights and emerging topics. We believe that this resource is a valuable contribution towards a unified view on QA, helping graduate students and researchers planning to work on this topic in the near future.

Understanding and Evaluating Search Experience

Author : Stone Maria
Publisher : Springer Nature
ISBN 13 : 3031792165
Total Pages : 87 pages
Book Rating : 4.0/5 (317 download)

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Book Synopsis Understanding and Evaluating Search Experience by : Stone Maria

Download or read book Understanding and Evaluating Search Experience written by Stone Maria and published by Springer Nature. This book was released on 2022-05-31 with total page 87 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is intended for anyone interested in learning more about how search works and how it is evaluated. We all use search—it's a familiar utility. Yet, few of us stop and think about how search works, what makes search results good, and who, if anyone, decides what good looks like. Search has a long and glorious history, yet it continues to evolve, and with it, the measurement and our understanding of the kinds of experiences search can deliver continues to evolve, as well. We will discuss the basics of how search engines work, how humans use search engines, and how measurement works. Equipped with these general topics, we will then dive into the established ways of measuring search user experience, and their pros and cons. We will talk about collecting labels from human judges, analyzing usage logs, surveying end users, and even touch upon automated evaluation methods. After introducing different ways of collecting metrics, we will cover experimentation as it applies to search evaluation. The book will cover evaluating different aspects of search—from search user interface (UI), to results presentation, to the quality of search algorithms. In covering these topics, we will touch upon many issues in evaluation that became sources of controversy—from user privacy, to ethical considerations, to transparency, to potential for bias. We will conclude by contrasting measuring with understanding, and pondering the future of search evaluation.

Social Computing and Social Media. Communication and Social Communities

Author : Gabriele Meiselwitz
Publisher : Springer
ISBN 13 : 3030219054
Total Pages : 545 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Social Computing and Social Media. Communication and Social Communities by : Gabriele Meiselwitz

Download or read book Social Computing and Social Media. Communication and Social Communities written by Gabriele Meiselwitz and published by Springer. This book was released on 2019-07-10 with total page 545 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set LNCS 11578 and 11579 constitutes the refereed proceedings of the 11th International Conference on Social Computing and Social Media, SCSM 2019, held in July 2019 as part of HCI International 2019 in Orlando, FL, USA. HCII 2019 received a total of 5029 submissions, of which 1275 papers and 209 posters were accepted for publication after a careful reviewing process. The 81 papers presented in these two volumes are organized in topical sections named: Social Media Design and Development, Human Behaviour in Social Media, Social Network Analysis, Community Engagement and Social Participation, Computer Mediated Communication, Healthcare Communities, Social Media in Education, Digital Marketing and Consumer Experience.

Medical Applications of Artificial Intelligence

Author : Arvin Agah
Publisher : CRC Press
ISBN 13 : 1439884331
Total Pages : 512 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Medical Applications of Artificial Intelligence by : Arvin Agah

Download or read book Medical Applications of Artificial Intelligence written by Arvin Agah and published by CRC Press. This book was released on 2013-11-06 with total page 512 pages. Available in PDF, EPUB and Kindle. Book excerpt: Enhanced, more reliable, and better understood than in the past, artificial intelligence (AI) systems can make providing healthcare more accurate, affordable, accessible, consistent, and efficient. However, AI technologies have not been as well integrated into medicine as predicted. In order to succeed, medical and computational scientists must develop hybrid systems that can effectively and efficiently integrate the experience of medical care professionals with capabilities of AI systems. After providing a general overview of artificial intelligence concepts, tools, and techniques, Medical Applications of Artificial Intelligence reviews the research, focusing on state-of-the-art projects in the field. The book captures the breadth and depth of the medical applications of artificial intelligence, exploring new developments and persistent challenges.

The Semantic Web – ISWC 2019

Author : Chiara Ghidini
Publisher : Springer Nature
ISBN 13 : 303030793X
Total Pages : 754 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis The Semantic Web – ISWC 2019 by : Chiara Ghidini

Download or read book The Semantic Web – ISWC 2019 written by Chiara Ghidini and published by Springer Nature. This book was released on 2019-10-17 with total page 754 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set of LNCS 11778 and 11779 constitutes the refereed proceedings of the 18th International Semantic Web Conference, ISWC 2019, held in Auckland, New Zealand, in October 2019. The ISWC conference is the premier international forum for the Semantic Web / Linked Data Community. The total of 74 full papers included in this volume was selected from 283 submissions. The conference is organized in three tracks: for the Research Track 42 full papers were selected from 194 submissions; the Resource Track contains 21 full papers, selected from 64 submissions; and the In-Use Track features 11 full papers which were selected from 25 submissions to this track.

Knowledge Graphs and Semantic Web

Author : Boris Villazón-Terrazas
Publisher : Springer Nature
ISBN 13 : 3031214226
Total Pages : 355 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Knowledge Graphs and Semantic Web by : Boris Villazón-Terrazas

Download or read book Knowledge Graphs and Semantic Web written by Boris Villazón-Terrazas and published by Springer Nature. This book was released on 2022-11-12 with total page 355 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 4th Iberoamerican Conference and third Indo-American Conference on Knowledge Graphs and Semantic Web, KGSWC 2022, which took place in Madrid, Spain, in November 2022. The 22 full and 3 short research papers presented in this volume were carefully reviewed and selected from 63 submissions. The papers cover topics related to software and its engineering, software creation and management, Emerging technologies, Analysis and design of emerging devices and systems, Emerging tools and methodologies and others.

The Semantic Web – ISWC 2021

Author : Andreas Hotho
Publisher : Springer Nature
ISBN 13 : 3030883612
Total Pages : 756 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis The Semantic Web – ISWC 2021 by : Andreas Hotho

Download or read book The Semantic Web – ISWC 2021 written by Andreas Hotho and published by Springer Nature. This book was released on 2021-09-29 with total page 756 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 20th International Semantic Web Conference, ISWC 2021, which took place in October 2021. Due to COVID-19 pandemic the conference was held virtually. The papers included in this volume deal with the latest advances in fundamental research, innovative technology, and applications of the Semantic Web, linked data, knowledge graphs, and knowledge processing on the Web. Papers are organized in a research track, resources and in-use track. The research track details theoretical, analytical and empirical aspects of the Semantic Web and its intersection with other disciplines. The resources track promotes the sharing of resources which support, enable or utilize semantic web research, including datasets, ontologies, software, and benchmarks. And finally, the in-use-track is dedicated to novel and significant research contributions addressing theoretical, analytical and empirical aspects of the Semantic Web and its intersection with other disciplines.

Automated Reasoning

Author : Jürgen Giesl
Publisher : Springer Science & Business Media
ISBN 13 : 3642142028
Total Pages : 546 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Automated Reasoning by : Jürgen Giesl

Download or read book Automated Reasoning written by Jürgen Giesl and published by Springer Science & Business Media. This book was released on 2010-06-30 with total page 546 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains the proceedings of the 5th International Joint Conference on Automated Reasoning (IJCAR 2010). IJCAR 2010 was held during July 16-19 as part of the 2010 Federated Logic Conference, hosted by the School of Informatics at the University ofEdinburgh,Scotland. Support by the conference sponsors – EPSRC, NSF, Microsoft Research, Association for Symbolic Logic, CADE Inc. , Google, Hewlett-Packard, Intel – is gratefully acknowledged. IJCARisthepremierinternationaljointconferenceonalltopicsinautomated reasoning, including foundations, implementations, and applications. Previous IJCAR conferences were held at Siena (Italy) in 2001, Cork (Ireland) in 2004, Seattle (USA) in 2006, and Sydney (Australia) in 2008. IJCAR comprises s- eral leading conferences and workshops. In 2010, IJCAR was the fusion of the following events: –CADE: International Conference on Automated Deduction –FroCoS: International Symposium on Frontiers of Combining Systems –FTP: International Workshop on First-Order Theorem Proving – TABLEAUX: InternationalConferenceonAutomatedReasoningwith- alytic Tableaux and Related Methods There were 89 submissions (63 regular papers and 26 system descriptions) of which 40 were accepted (28 regular papers and 12 system descriptions). Each submission was assigned to at least three Program Committee members, who carefully reviewed the papers, with the help of 92 external referees. Afterwards, the submissions were discussed by the ProgramCommittee during two weeks by means of Andrei Voronkov’s EasyChair system. We want to thank Andrei very much for providing his system, which was very helpful for the management of the submissions and reviews and for the discussion of the Program Committee.

An Introduction to Search Engines and Web Navigation

Author : Mark Levene
Publisher : John Wiley & Sons
ISBN 13 : 9781118060346
Total Pages : 504 pages
Book Rating : 4.0/5 (63 download)

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Book Synopsis An Introduction to Search Engines and Web Navigation by : Mark Levene

Download or read book An Introduction to Search Engines and Web Navigation written by Mark Levene and published by John Wiley & Sons. This book was released on 2011-01-14 with total page 504 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a second edition, updated and expanded to explain the technologies that help us find information on the web. Search engines and web navigation tools have become ubiquitous in our day to day use of the web as an information source, a tool for commercial transactions and a social computing tool. Moreover, through the mobile web we have access to the web's services when we are on the move. This book demystifies the tools that we use when interacting with the web, and gives the reader a detailed overview of where we are and where we are going in terms of search engine and web navigation technologies.

Search Engine Society

Author : Alexander Halavais
Publisher : John Wiley & Sons
ISBN 13 : 1509516867
Total Pages : 240 pages
Book Rating : 4.5/5 (95 download)

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Book Synopsis Search Engine Society by : Alexander Halavais

Download or read book Search Engine Society written by Alexander Halavais and published by John Wiley & Sons. This book was released on 2017-11-27 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: Search engines have become a key part of our everyday lives. Yet there is growing concern with how algorithms, which run just beneath the surface of our interactions online, are affecting society. This timely new edition of Search Engine Society enlightens readers on the forms of bias that algorithms introduce into our knowledge and social spaces, drawing on recent changes to technology, industries, policies, and research. It provides an introduction to the social place of the search engine and addresses crucial questions such as: How have search engines changed the way we organize our thoughts about the world, and how we work? To what extent do politics shape search, and does search shape politics? This book is a must-read for those who wish to understand the future of the social internet and how search shapes it.

Semantic Systems. The Power of AI and Knowledge Graphs

Author : Maribel Acosta
Publisher : Springer Nature
ISBN 13 : 3030332209
Total Pages : 400 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Semantic Systems. The Power of AI and Knowledge Graphs by : Maribel Acosta

Download or read book Semantic Systems. The Power of AI and Knowledge Graphs written by Maribel Acosta and published by Springer Nature. This book was released on 2019-11-04 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book constitutes the refereed proceedings of the 15th International Conference on Semantic Systems, SEMANTiCS 2019, held in Karlsruhe, Germany, in September 2019. The 20 full papers and 8 short papers presented in this volume were carefully reviewed and selected from 88 submissions. They cover topics such as: web semantics and linked (open) data; machine learning and deep learning techniques; semantic information management and knowledge integration; terminology, thesaurus and ontology management; data mining and knowledge discovery; semantics in blockchain and distributed ledger technologies.

Information Management and Big Data

Author : Juan Antonio Lossio-Ventura
Publisher : Springer Nature
ISBN 13 : 3031354451
Total Pages : 287 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Information Management and Big Data by : Juan Antonio Lossio-Ventura

Download or read book Information Management and Big Data written by Juan Antonio Lossio-Ventura and published by Springer Nature. This book was released on 2023-06-10 with total page 287 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 9th Annual International Conference on Information Management and Big Data, SIMBig 2022, held in Lima, Peru, during November 16–18, 2022. The 18 full papers and 1 short paper included in this book were carefully reviewed and selected from 50 submissions. The volume presented novel methods for the analysis and management of large data, in fields like Artificial Intelligence (AI), Data Science, Machine Learning, Natural Language Processing, Semantic Web, Data-driven Software Engineering, Health Informatics.

Mastering Structured Data on the Semantic Web

Author : Leslie Sikos
Publisher : Apress
ISBN 13 : 1484210492
Total Pages : 244 pages
Book Rating : 4.4/5 (842 download)

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Book Synopsis Mastering Structured Data on the Semantic Web by : Leslie Sikos

Download or read book Mastering Structured Data on the Semantic Web written by Leslie Sikos and published by Apress. This book was released on 2015-07-11 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: A major limitation of conventional web sites is their unorganized and isolated contents, which is created mainly for human consumption. This limitation can be addressed by organizing and publishing data, using powerful formats that add structure and meaning to the content of web pages and link related data to one another. Computers can "understand" such data better, which can be useful for task automation. The web sites that provide semantics (meaning) to software agents form the Semantic Web, the Artificial Intelligence extension of the World Wide Web. In contrast to the conventional Web (the "Web of Documents"), the Semantic Web includes the "Web of Data", which connects "things" (representing real-world humans and objects) rather than documents meaningless to computers. Mastering Structured Data on the Semantic Web explains the practical aspects and the theory behind the Semantic Web and how structured data, such as HTML5 Microdata and JSON-LD, can be used to improve your site’s performance on next-generation Search Engine Result Pages and be displayed on Google Knowledge Panels. You will learn how to represent arbitrary fields of human knowledge in a machine-interpretable form using the Resource Description Framework (RDF), the cornerstone of the Semantic Web. You will see how to store and manipulate RDF data in purpose-built graph databases such as triplestores and quadstores, that are exploited in Internet marketing, social media, and data mining, in the form of Big Data applications such as the Google Knowledge Graph, Wikidata, or Facebook’s Social Graph. With the constantly increasing user expectations in web services and applications, Semantic Web standards gain more popularity. This book will familiarize you with the leading controlled vocabularies and ontologies and explain how to represent your own concepts. After learning the principles of Linked Data, the five-star deployment scheme, and the Open Data concept, you will be able to create and interlink five-star Linked Open Data, and merge your RDF graphs to the LOD Cloud. The book also covers the most important tools for generating, storing, extracting, and visualizing RDF data, including, but not limited to, Protégé, TopBraid Composer, Sindice, Apache Marmotta, Callimachus, and Tabulator. You will learn to implement Apache Jena and Sesame in popular IDEs such as Eclipse and NetBeans, and use these APIs for rapid Semantic Web application development. Mastering Structured Data on the Semantic Web demonstrates how to represent and connect structured data to reach a wider audience, encourage data reuse, and provide content that can be automatically processed with full certainty. As a result, your web contents will be integral parts of the next revolution of the Web.

Information Integration and Web Intelligence

Author : Eric Pardede
Publisher : Springer Nature
ISBN 13 : 3031210476
Total Pages : 594 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Information Integration and Web Intelligence by : Eric Pardede

Download or read book Information Integration and Web Intelligence written by Eric Pardede and published by Springer Nature. This book was released on 2022-11-19 with total page 594 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume includes the papers presented at the 24th International Conference on Information Integration and Web Intelligence (iiWAS 2022), organized in conjunction with 24th International Conference on Advances in Mobile Computing & Multimedia Intelligence (MoMM2022). The dominant research focus of submitted papers was artificial intelligence and machine learning. The accepted papers presented advances and innovations in an array of areas such as internet of things, virtual and augmented reality, various business applications. iiWAS 2022 attracted 97 papers, from which the Program Committee selected 26 regular papers and 25 short papers. Due to safety concerns as well as other restrictions preventing travel and gatherings, it was decided to organize iiWAS 2022 as a virtual conference.

Semantic Web Challenges

Author : Davide Buscaldi
Publisher : Springer
ISBN 13 : 3030000729
Total Pages : 239 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Semantic Web Challenges by : Davide Buscaldi

Download or read book Semantic Web Challenges written by Davide Buscaldi and published by Springer. This book was released on 2018-10-16 with total page 239 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post conference proceedings of the 4th edition of the Semantic Web Evaluation Challenge, SemWebEval 2018, co-located with the 15th European Semantic Web conference, held in Heraklion, Greece, in June 2018. This book includes the descriptions of all methods and tools that competed at SemWebEval 2018, together with a detailed description of the tasks, evaluation procedures and datasets. The 18 revised full papers presented in this volume were carefully reviewed and selected from 24 submissions. The contributions are grouped in the areas: the mighty storage challenge; open knowledge extraction challenge; question answering over linked data challenge; semantic sentiment analysis.

Answers to Your Biggest Questions About Teaching Secondary Math

Author : Frederick L. Dillon
Publisher : Corwin Press
ISBN 13 : 1071870807
Total Pages : 159 pages
Book Rating : 4.0/5 (718 download)

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Book Synopsis Answers to Your Biggest Questions About Teaching Secondary Math by : Frederick L. Dillon

Download or read book Answers to Your Biggest Questions About Teaching Secondary Math written by Frederick L. Dillon and published by Corwin Press. This book was released on 2022-03-22 with total page 159 pages. Available in PDF, EPUB and Kindle. Book excerpt: Let’s face it, teaching secondary math can be hard. So much about how we teach math today may look and feel different from how we learned it. Teaching math in a student-centered way changes the role of the teacher from one who traditionally "delivers knowledge" to one who fosters thinking. Most importantly, we must ensure our practice gives each and every student the opportunity to learn, grow, and achieve at high levels, while providing opportunities to develop their agency and authority in the classroom which results in a positive math identity. Whether you are a brand new teacher or a veteran, if you find teaching math to be quite the challenge, this is the guide you want by your side. Designed for just-in-time learning and support, this practical resource gives you brief, actionable answers to your most pressing questions about teaching secondary math. Written by four experienced math educators representing diverse experiences, these authors offer the practical advice they wish they received years ago, from lessons they′ve learned over decades of practice, research, coaching, and through collaborating with teams, teachers and colleagues—especially new teachers—every day. Questions and answers are organized into five areas of effort that will help you most thrive in your secondary math classroom: How do I build a positive math community? How do I structure, organize, and manage my math class? How do I engage my students in math? How do I help my students talk about math? How do I know what my students know and move them forward? Woven throughout, you′ll find helpful sidebar notes on fostering identity and agency; access and equity; teaching in different settings; and invaluable resources for deeper learning. The final question—Where do I go from here?— offers guidance for growing your practice over time. Strive to become the best math educator you can be; your students are counting on it! What will be your first step on the journey?