MARC details
| 000 -LEADER |
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03259nam a2200337Ia 4500 |
| 000 - LEADER |
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| fixed length control field |
03543nam a22003615i 4500 |
| 001 - CONTROL NUMBER |
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| control field |
978-3-031-23229-9 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
DE-He213 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20240319120739.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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| fixed length control field |
cr nn 008mamaa |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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230217s2023 sz | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9783031232299 |
| -- |
978-3-031-23229-9 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
25.04 |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Liu, Jiqun. |
| 9 (RLIN) |
27542 |
| 245 ## - TITLE STATEMENT |
|---|
| Title |
A Behavioral Economics Approach to Interactive Information Retrieval |
| Statement of responsibility, etc. |
by Jiqun Liu. |
| Medium |
[electronic resource] : |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
1st ed. 2023. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Place of publication, distribution, etc. |
Cham |
| Name of publisher, distributor, etc. |
Springer International Publishing |
| Date of publication, distribution, etc. |
2023 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
XVI, 211 p. 1 illus. |
| Other physical details |
online resource. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
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. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Behavioral Economics. |
| 9 (RLIN) |
27543 |
|
|---|
| Topical term or geographic name entry element |
Cognitive psychology. |
| 9 (RLIN) |
27544 |
|
|---|
| Topical term or geographic name entry element |
Cognitive Psychology. |
| 9 (RLIN) |
27545 |
|
|---|
| Topical term or geographic name entry element |
Economics |
| 9 (RLIN) |
27546 |
|
|---|
| Topical term or geographic name entry element |
Human-computer interaction. |
| 9 (RLIN) |
27547 |
|
|---|
| Topical term or geographic name entry element |
Information storage and retrieval systems. |
| 9 (RLIN) |
27548 |
|
|---|
| Topical term or geographic name entry element |
Information Storage and Retrieval. |
| 9 (RLIN) |
27549 |
|
|---|
| Topical term or geographic name entry element |
User interfaces (Computer systems). |
| 9 (RLIN) |
27550 |
|
|---|
| Topical term or geographic name entry element |
User Interfaces and Human Computer Interaction. |
| 9 (RLIN) |
27551 |
| 856 ## - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
<a href="https://doi.org/10.1007/978-3-031-23229-9">https://doi.org/10.1007/978-3-031-23229-9</a> |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Koha item type |
e-Book |
| Source of classification or shelving scheme |
Dewey Decimal Classification |
