A Behavioral Economics Approach To Interactive Information Retrieval

Author : Jiqun Liu
Publisher : Springer Nature
ISBN 13 : 3031232291
Total Pages : 220 pages
Book Rating : 4.99/5 ( download)

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Download or read book A Behavioral Economics Approach to Interactive Information Retrieval written by Jiqun Liu and published by Springer Nature. This book was released on 2023-02-17 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book brings together the insights from three different areas, Information Seeking and Retrieval, Cognitive Psychology, and Behavioral Economics, and shows how this new interdisciplinary approach can advance our knowledge about users interacting with diverse search systems, especially their seemingly irrational decisions and anomalies that could not be predicted by most normative models. The first part “Foundation” of this book introduces the general notions and fundamentals of this new approach, as well as the main concepts, terminology and theories. The second part “Beyond Rational Agents” describes the systematic biases and cognitive limits confirmed by behavioral experiments of varying types and explains in detail how they contradict the assumptions and predictions of formal models in information retrieval (IR). The third part “Toward A Behavioral Economics Approach” first synthesizes the findings from existing preliminary research on bounded rationality and behavioral economics modeling in information seeking, retrieval, and recommender system communities. Then, it discusses the implications, open questions and methodological challenges of applying the behavioral economics framework to different sub-areas of IR research and practices, such as modeling users and search sessions, developing unbiased learning to rank and adaptive recommendations algorithms, implementing bias-aware intelligent task support, as well as extending the conceptualization and evaluation on IR fairness, accountability, transparency and ethics (FATE) with the knowledge regarding both human biases and algorithmic biases. This book introduces a behavioral economics framework to IR scientists seeking a new perspective on both fundamental and new emerging problems of IR as well as the development and evaluation of bias-aware intelligent information systems. It is especially intended for researchers working on IR and human-information interaction who want to learn about the potential offered by behavioral economics in their own research areas.

Author : Morris Altman
Publisher : Edward Elgar Publishing
ISBN 13 : 1782549595
Total Pages : 616 pages
Book Rating : 4.98/5 ( download)

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Download or read book Handbook of Behavioural Economics and Smart Decision-Making written by Morris Altman and published by Edward Elgar Publishing. This book was released on 2017-05-26 with total page 616 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Handbook is a unique and original contribution of over thirty chapters on behavioural economics, examining and addressing an important stream of research where the starting assumption is that decision-makers are for the most part relatively smart or rational. This particular approach is in contrast to a theme running through much contemporary work where individuals’ behaviour is deemed irrational, biased, and error-prone, often due to how people are hardwired. In the smart people approach, where errors or biases occur and when social dilemmas arise, more often than not, improving the decision-making environment can repair these problems without hijacking or manipulating the preferences of decision-makers. This book covers a wide-range of themes from micro to macro, including various sub-disciplines within economics such as economic psychology, heuristics, fast and slow-thinking, neuroeconomics, experiments, the capabilities approach, institutional economics, methodology, nudging, ethics, and public policy.

Author : Matthias Hagen
Publisher : Springer Nature
ISBN 13 : 3030997367
Total Pages : 734 pages
Book Rating : 4.66/5 ( download)

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Download or read book Advances in Information Retrieval written by Matthias Hagen and published by Springer Nature. This book was released on 2022-04-05 with total page 734 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set LNCS 13185 and 13186 constitutes the refereed proceedings of the 44th European Conference on IR Research, ECIR 2022, held in April 2022, due to the COVID-19 pandemic. The 35 full papers presented together with 11 reproducibility papers, 13 CLEF lab descriptions papers, 12 doctoral consortium papers, 5 workshop abstracts, and 4 tutorials abstracts were carefully reviewed and selected from 395 submissions.

Author : Adam Biela
Publisher : Schriftenreihe Arbeit und Bildung des Heinrich-Vetter-Forschungsinstituts e.V.
ISBN 13 : 9783631633809
Total Pages : 0 pages
Book Rating : 4.07/5 ( download)

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Download or read book Information and Decision in Behavioral Economics written by Adam Biela and published by Schriftenreihe Arbeit und Bildung des Heinrich-Vetter-Forschungsinstituts e.V.. This book was released on 2012 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book presents an integrative viewpoint of behavioral economics as an approach to analyze the behavior of decision-makers in various economic situations. Special attention is paid to the significance of experimental methods, enabling for example the collection of information for a decision-maker in a dynamic decision situation, to reduce uncertainty. In addition, behavioral economics offers the possibility to study human choices in the context of the economic life of people, also considering their perception of reality in their own cognitive categories.

Author : Antti Oulasvirta
Publisher : Oxford University Press
ISBN 13 : 0198799608
Total Pages : 433 pages
Book Rating : 4.03/5 ( download)

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Download or read book Computational Interaction written by Antti Oulasvirta and published by Oxford University Press. This book was released on 2018 with total page 433 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents computational interaction as an approach to explaining and enhancing the interaction between humans and information technology. Computational interaction applies abstraction, automation, and analysis to inform our understanding of the structure of interaction and also to inform the design of the software that drives new and exciting human-computer interfaces. The methods of computational interaction allow, for example, designers to identify user interfaces that are optimal against some objective criteria. They also allow software engineers to build interactive systems that adapt their behaviour to better suit individual capacities and preferences.00This book introduces computational interaction design to the reader by exploring a wide range of computational interaction techniques, strategies and methods. It explains how techniques such as optimisation, economic modelling, machine learning, control theory, formal methods, cognitive models and statistical language processing can be used to model interaction and design more expressive, efficient and versatile interaction.

Author : Jiqun Liu
Publisher : Springer Nature
ISBN 13 : 3031023196
Total Pages : 75 pages
Book Rating : 4.94/5 ( download)

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Download or read book Interactive IR User Study Design, Evaluation, and Reporting written by Jiqun Liu and published by Springer Nature. This book was released on 2022-05-31 with total page 75 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since user study design has been widely applied in search interactions and information retrieval (IR) systems evaluation studies, a deep reflection and meta-evaluation of interactive IR (IIR) user studies is critical for sharpening the instruments of IIR research and improving the reliability and validity of the conclusions drawn from IIR user studies. To this end, we developed a faceted framework for supporting user study design, reporting, and evaluation based on a systematic review of the state-of-the-art IIR research papers recently published in several top IR venues (n=462). Within the framework, we identify three major types of research focuses, extract and summarize facet values from specific cases, and highlight the under-reported user study components which may significantly affect the results of research. Then, we employ the faceted framework in evaluating a series of IIR user studies against their respective research questions and explain the roles and impacts of the underlying connections and "collaborations" among different facet values. Through bridging diverse combinations of facet values with the study design decisions made for addressing research problems, the faceted framework can shed light on IIR user study design, reporting, and evaluation practices and help students and young researchers design and assess their own studies.

Author : Sanjit Dhami
Publisher : Oxford University Press
ISBN 13 : 0192586513
Total Pages : 459 pages
Book Rating : 4.13/5 ( download)

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Download or read book The Foundations of Behavioral Economic Analysis written by Sanjit Dhami and published by Oxford University Press. This book was released on 2019-07-03 with total page 459 pages. Available in PDF, EPUB and Kindle. Book excerpt: This fourth volume of The Foundations of Behavioral Economic Analysis covers behavioral game theory. It is an essential guide for advanced undergraduate and postgraduate students seeking a concise and focused text on this important subject, and examines the evidence on classical game theory and several models of behavioral game theory, including level-k and cognitive hierarchy models, quantal response equilibrium, and psychological game theory. This updated extract from Dhami's leading textbook allows the reader to pursue subsections of this vast and rapidly growing field and to tailor their reading to their specific interests in behavioural economics.

Author : Diane Kelly
Publisher : Now Publishers Inc
ISBN 13 : 1601982240
Total Pages : 246 pages
Book Rating : 4.47/5 ( download)

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Download or read book Methods for Evaluating Interactive Information Retrieval Systems with Users written by Diane Kelly and published by Now Publishers Inc. This book was released on 2009 with total page 246 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides an overview and instruction on the evaluation of interactive information retrieval systems with users.

Author : Gianmaria Silvello
Publisher : Springer Nature
ISBN 13 : 303116802X
Total Pages : 565 pages
Book Rating : 4.24/5 ( download)

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Download or read book Linking Theory and Practice of Digital Libraries written by Gianmaria Silvello and published by Springer Nature. This book was released on 2022-09-14 with total page 565 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 26th International Conference on Theory and Practice of Digital Libraries, TPDL 2022, which took place in Padua, Italy, in September 2022. The 18 full papers, 27 short papers and 15 accelerating innovation papers included in these proceedings were carefully reviewed and selected from 107 submissions. They focus on digital libraries and associated technical, practical, and social issues.

Author : Peter Ingwersen
Publisher :
ISBN 13 :
Total Pages : 264 pages
Book Rating : 4.03/5 ( download)

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Download or read book Information Retrieval Interaction written by Peter Ingwersen and published by . This book was released on 1992 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: