User Simulation for Evaluating Information Access Systems

User Simulation for Evaluating Information Access Systems PDF Author: Krisztian Balog
Publisher:
ISBN: 9781638283782
Category :
Languages : en
Pages : 0

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Book Description
This monograph provides a systematic review of user simulation techniques aimed at giving designers methods for successfully evaluating and improving modern information access systems.

User Simulation for Evaluating Information Access Systems

User Simulation for Evaluating Information Access Systems PDF Author: Krisztian Balog
Publisher:
ISBN: 9781638283782
Category :
Languages : en
Pages : 0

Get Book Here

Book Description
This monograph provides a systematic review of user simulation techniques aimed at giving designers methods for successfully evaluating and improving modern information access systems.

Entity-Oriented Search

Entity-Oriented Search PDF Author: Krisztian Balog
Publisher: Springer
ISBN: 3319939351
Category : Computers
Languages : en
Pages : 358

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Book Description
This open access book covers all facets of entity-oriented search—where “search” can be interpreted in the broadest sense of information access—from a unified point of view, and provides a coherent and comprehensive overview of the state of the art. It represents the first synthesis of research in this broad and rapidly developing area. Selected topics are discussed in-depth, the goal being to establish fundamental techniques and methods as a basis for future research and development. Additional topics are treated at a survey level only, containing numerous pointers to the relevant literature. A roadmap for future research, based on open issues and challenges identified along the way, rounds out the book. The book is divided into three main parts, sandwiched between introductory and concluding chapters. The first two chapters introduce readers to the basic concepts, provide an overview of entity-oriented search tasks, and present the various types and sources of data that will be used throughout the book. Part I deals with the core task of entity ranking: given a textual query, possibly enriched with additional elements or structural hints, return a ranked list of entities. This core task is examined in a number of different variants, using both structured and unstructured data collections, and numerous query formulations. In turn, Part II is devoted to the role of entities in bridging unstructured and structured data. Part III explores how entities can enable search engines to understand the concepts, meaning, and intent behind the query that the user enters into the search box, and how they can provide rich and focused responses (as opposed to merely a list of documents)—a process known as semantic search. The final chapter concludes the book by discussing the limitations of current approaches, and suggesting directions for future research. Researchers and graduate students are the primary target audience of this book. A general background in information retrieval is sufficient to follow the material, including an understanding of basic probability and statistics concepts as well as a basic knowledge of machine learning concepts and supervised learning algorithms.

Intelligent Information Access

Intelligent Information Access PDF Author: Giuliano Armano
Publisher: Springer Science & Business Media
ISBN: 364213999X
Category : Computers
Languages : en
Pages : 148

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Book Description
Written from a multidisciplinary perspective, Intelligent Information Access investigates new insights into methods, techniques and technologies for intelligent information access. The chapters are written by participants in the Intelligent Information Access meeting, held in Cagliari, Italy, in December 2008.

Methods for Evaluating Interactive Information Retrieval Systems with Users

Methods for Evaluating Interactive Information Retrieval Systems with Users PDF Author: Diane Kelly
Publisher: Now Publishers Inc
ISBN: 1601982240
Category : Database management
Languages : en
Pages : 246

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Book Description
Provides an overview and instruction on the evaluation of interactive information retrieval systems with users.

Multilingual and Multimodal Information Access Evaluation

Multilingual and Multimodal Information Access Evaluation PDF Author: Maristella Agosti
Publisher: Springer
ISBN: 3642159982
Category : Computers
Languages : en
Pages : 158

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Book Description
In its ?rst ten years of activities (2000-2009), the Cross-Language Evaluation Forum (CLEF) played a leading role in stimulating investigation and research in a wide range of key areas in the information retrieval domain, such as cro- language question answering, image and geographic information retrieval, int- activeretrieval,and many more.It also promotedthe study andimplementation of appropriateevaluation methodologies for these diverse types of tasks and - dia. As a result, CLEF has been extremely successful in building a wide, strong, and multidisciplinary research community, which covers and spans the di?erent areasofexpertiseneededto dealwith thespreadofCLEFtracksandtasks.This constantly growing and almost completely voluntary community has dedicated an incredible amount of e?ort to making CLEF happen and is at the core of the CLEF achievements. CLEF 2010 represented a radical innovation of the “classic CLEF” format and an experiment aimed at understanding how “next generation” evaluation campaigns might be structured. We had to face the problem of how to innovate CLEFwhile still preservingits traditionalcorebusiness,namely the benchma- ing activities carried out in the various tracks and tasks. The consensus, after lively and community-wide discussions, was to make CLEF an independent four-day event, no longer organized in conjunction with the European Conference on Research and Advanced Technology for Digital Libraries (ECDL) where CLEF has been running as a two-and-a-half-day wo- shop. CLEF 2010 thus consisted of two main parts: a peer-reviewed conference – the ?rst two days – and a series of laboratories and workshops – the second two days.

Statistics, Testing, and Defense Acquisition

Statistics, Testing, and Defense Acquisition PDF Author: National Research Council
Publisher: National Academies Press
ISBN: 0309174198
Category : Technology & Engineering
Languages : en
Pages : 240

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Book Description
For every weapons system being developed, the U.S. Department of Defense (DOD) must make a critical decision: Should the system go forward to full-scale production? The answer to that question may involve not only tens of billions of dollars but also the nation's security and military capabilities. In the milestone process used by DOD to answer the basic acquisition question, one component near the end of the process is operational testing, to determine if a system meets the requirements for effectiveness and suitability in realistic battlefield settings. Problems discovered at this stage can cause significant production delays and can necessitate costly system redesign. This book examines the milestone process, as well as the DOD's entire approach to testing and evaluating defense systems. It brings to the topic of defense acquisition the application of scientific statistical principles and practices.

Advances in Information Retrieval

Advances in Information Retrieval PDF Author: Nazli Goharian
Publisher: Springer Nature
ISBN: 3031560698
Category :
Languages : en
Pages : 529

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Book Description


Collaborative and Social Information Retrieval and Access: Techniques for Improved User Modeling

Collaborative and Social Information Retrieval and Access: Techniques for Improved User Modeling PDF Author: Chevalier, Max
Publisher: IGI Global
ISBN: 1605663077
Category : Business & Economics
Languages : en
Pages : 390

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Book Description
"This book deals with the improvement of user modeling in the context of Collaborative and Social Information Access and Retrieval (CSIRA) techniques"--Provided by publisher.

Clinical Simulation

Clinical Simulation PDF Author: Gilles Chiniara
Publisher: Academic Press
ISBN: 0128156589
Category : Science
Languages : en
Pages : 992

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Book Description
Clinical Simulation: Education, Operations and Engineering, Second Edition, offers readers a restructured, comprehensive and updated approach to learn about simulation practices and techniques in a clinical setting. Featuring new and revised chapters from the industry’s top researchers and educators, this release gives readers the most updated data through modern pedagogy. This new edition has been restructured to highlight five major components of simulation education, including simulation scenarios as tools, student learning, faculty teaching, necessary subject matter, and the learning environment. With clear and efficient organization throughout the book, users will find this to be an ideal text for students and professionals alike. Edited by a leading educator, consultant and practitioner in the clinical simulation field Redesigned structure emphasizes the five components of simulation pedagogy Contains over 30 new chapters that feature the most up-to-date industry information and practices

Natural Language Generation Systems

Natural Language Generation Systems PDF Author: David D. McDonald
Publisher: Springer Science & Business Media
ISBN: 1461238463
Category : Language Arts & Disciplines
Languages : en
Pages : 401

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Book Description
Natural language generation is a field within artificial intelligence which looks ahead to the future when machines will communicate complex thoughts to their human users in a natural way. Generation systems supply the sophisticated knowledge about natural languages that must come into play when one needs to use wordings that will overpower techniques based only on symbolic string manipulation techniques. Topics covered in this volume include discourse theory, mechanical translation, deliberate writing, and revision. Natural Language Generation Systems contains contributions by leading researchers in the field. Chapters contain details of grammatical treatments and processing seldom reported on outside of full length monographs.