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A Behavioral Economics Approach to Interactive Information Retrieval, Liu


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Автор: Liu
Название:  A Behavioral Economics Approach to Interactive Information Retrieval
ISBN: 9783031232312
Издательство: Springer
Классификация:




ISBN-10: 3031232313
Обложка/Формат: Soft cover
Страницы: 211
Вес: 0.00 кг.
Дата издания: 03.03.2024
Серия: The information retrieval series
Язык: English
Издание: 1st ed. 2023
Иллюстрации: 1 illustrations, black and white; xvi, 211 p. 1 illus.
Размер: 235 x 155
Основная тема: Computer Science
Подзаголовок: Understanding and supporting boundedly rational users
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: 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.
Дополнительное описание: - Part I Foundation. - 1. Introduction. - 2. Formally Modeling Users in Information Retrieval. - 3. From Rational Agent to Human with Bounded Rationality. - Part II Beyond Rational Agents. - 4. Bounded Rationality in Decision-Making Under Uncertainty. - 5



Interactive Knowledge Discovery and Data Mining in Biomedical Informatics

Автор: Andreas Holzinger; Igor Jurisica
Название: Interactive Knowledge Discovery and Data Mining in Biomedical Informatics
ISBN: 3662439670 ISBN-13(EAN): 9783662439678
Издательство: Springer
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Цена: 7826.00 р.
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Описание: Knowledge Discovery and Data Mining in Biomedical Informatics: The Future Is in Integrative, Interactive Machine Learning Solutions.- Visual Data Mining: Effective Exploration of the Biological Universe.- Darwin or Lamarck? Future Challenges in Evolutionary Algorithms for Knowledge Discovery and Data Mining.- On the Generation of Point Cloud Data Sets: Step One in the Knowledge Discovery Process.- Adapted Features and Instance Selection for Improving Co-training.- Knowledge Discovery and Visualization of Clusters for Erythromycin Related Adverse Events in the FDA Drug Adverse Event Reporting System.- On Computationally-Enhanced Visual Analysis of Heterogeneous Data and Its Application in Biomedical Informatics.- A Policy-Based Cleansing and Integration Framework for Labour and Healthcare Data.- Interactive Data Exploration Using Pattern Mining.- Resources for Studying Statistical Analysis of Biomedical Data and R.- A Kernel-Based Framework for Medical Big-Data Analytics.- On Entropy-Based Data Mining.- Sparse Inverse Covariance Estimation for Graph Representation of Feature Structure.- Multi-touch Graph-Based Interaction for Knowledge Discovery on Mobile Devices: State-of-the-Art and Future Challenges.- Intelligent Integrative Knowledge Bases: Bridging Genomics, Integrative Biology and Translational Medicine.- Biomedical Text Mining: State-of-the-Art, Open Problems and Future Challenges.- Protecting Anonymity in Data-Driven Biomedical Science.- Biobanks - A Source of Large Biological Data Sets: Open Problems and Future Challenges.- On Topological Data Mining.

Intelligent Interactive Technologies and Multimedia

Автор: Anupam Agrawal; R.C. Tripathi; Ellen Yi-Luen Do; M
Название: Intelligent Interactive Technologies and Multimedia
ISBN: 364237462X ISBN-13(EAN): 9783642374623
Издательство: Springer
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Цена: 6986.00 р.
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Описание: This book constitutes the refereed proceedings of the Second International Conference on Intelligent Interactive Technologies and Multimedia, IITM 2013, held in Allahabad, India, in March 2013. The 15 revised full papers and the 12 revised short papers were carefully reviewed and selected from more than 90 submissions.

Intelligent Analysis of Multimedia Information

Автор: Bhattacharyya Siddhartha, Bhaumik Hrishikesh, De Sourav
Название: Intelligent Analysis of Multimedia Information
ISBN: 1522504982 ISBN-13(EAN): 9781522504986
Издательство: Mare Nostrum (Eurospan)
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Цена: 32017.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Multimedia represents information in novel and varied formats. One of the most prevalent examples of continuous media is video. Extracting underlying data from these videos can be an arduous task. From video indexing, surveillance, and mining, complex computational applications are required to process this data.Intelligent Analysis of Multimedia Information is a pivotal reference source for the latest scholarly research on the implementation of innovative techniques to a broad spectrum of multimedia applications by presenting emerging methods in continuous media processing and manipulation. This book offers a fresh perspective for students and researchers of information technology, media professionals, and programmers.

A Behavioral Economics Approach to Interactive Information Retrieval

Автор: Liu
Название: A Behavioral Economics Approach to Interactive Information Retrieval
ISBN: 3031232283 ISBN-13(EAN): 9783031232282
Издательство: Springer
Рейтинг:
Цена: 22359.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: 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.

Trends in Music Information Seeking, Behavior, and Retrieval for Creativity

Автор: Petros Kostagiolas, Konstantina Martzoukou, Charilaos Lavranos
Название: Trends in Music Information Seeking, Behavior, and Retrieval for Creativity
ISBN: 152250270X ISBN-13(EAN): 9781522502708
Издательство: Mare Nostrum (Eurospan)
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Цена: 28413.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Connects theoretical concepts in information seeking and behaviour to the music creative process. This publication presents new research, case studies, surveys, and theories related to various aspects of information retrieval and the information seeking behaviour of diverse scholarly and professional music communities.

Structure and Evolution

Автор: Binxing Fang, Yan Jia
Название: Structure and Evolution
ISBN: 3110596067 ISBN-13(EAN): 9783110596069
Издательство: Walter de Gruyter
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Цена: 16169.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: The three volume set provides a systematic overview of theories and technique on social network analysis. Volume 1 of the set mainly focuses on the structure characteristics, the modeling, and the evolution mechanism of social network analysis. Techniques and approaches for virtual community detection are discussed in detail as well. It is an essential reference for scientist and professionals in computer science.

Information Retrieval in Bioinformatics

Автор: Dutta
Название: Information Retrieval in Bioinformatics
ISBN: 9811965056 ISBN-13(EAN): 9789811965050
Издательство: Springer
Рейтинг:
Цена: 23757.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: The book presents the results of studies on selected problems (such as predictive model of transcription initiation and termination, protein recognition codes, protein structure prediction, feature selection for disease prediction, information retrieval from medical imaging) of Bioinformatics and Information Retrieval.

Clinical Text Mining

Автор: Dalianis, Hercules
Название: Clinical Text Mining
ISBN: 3030087158 ISBN-13(EAN): 9783030087159
Издательство: Springer
Рейтинг:
Цена: 6986.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This open access book describes the results of natural language processing and machine learning methods applied to clinical text from electronic patient records. It is divided into twelve chapters.

Age of Information: A New Metric for Information Freshness

Автор: Yin Sun, Igor Kadota, Rajat Talak, Eytan Modiano
Название: Age of Information: A New Metric for Information Freshness
ISBN: 1681736780 ISBN-13(EAN): 9781681736785
Издательство: Mare Nostrum (Eurospan)
Рейтинг:
Цена: 12751.00 р.
Наличие на складе: Нет в наличии.

Описание: Information usually has the highest value when it is fresh.

For example, real-time knowledge about the location, orientation, and speed of motor vehicles is imperative in autonomous driving, and the access to timely information about stock prices and interest rate movements is essential for developing trading strategies on the stock market. The Age of Information (AoI) concept, together with its recent extensions, provides a means of quantifying the freshness of information and an opportunity to improve the performance of real-time systems and networks. Recent research advances on AoI suggest that many well-known design principles of traditional data networks (for, e.g., providing high throughput and low delay) need to be re-examined for enhancing information freshness in rapidly emerging real-time applications. This book provides a suite of analytical tools and insightful results on the generation of information-update packets at the source nodes and the design of network protocols forwarding the packets to their destinations. The book also points out interesting connections between AoI concept and information theory, signal processing, and control theory, which are worthy of future investigation.

Intelligent Interactive Assistance and Mobile Multimedia Computing

Автор: Djamshid Tavangarian; Thomas Kirste; Dirk Timmerma
Название: Intelligent Interactive Assistance and Mobile Multimedia Computing
ISBN: 364210262X ISBN-13(EAN): 9783642102622
Издательство: Springer
Рейтинг:
Цена: 13974.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: International Conference IMC 2009 RostockWarnemnde Germany November 911 2009 Proceedings. .

Frontiers in Gaming Simulation

Автор: Sebastiaan A. Meijer; Riitta Smeds
Название: Frontiers in Gaming Simulation
ISBN: 3319049534 ISBN-13(EAN): 9783319049533
Издательство: Springer
Рейтинг:
Цена: 8803.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Frontiers in gaming simulation for education.- Frontiers in gaming simulation for design and experimentation.- Frontiers in gaming simulation for transportation and logistics.- Professionalism and business in gaming simulation.

Professional Search in the Modern World

Автор: Georgios Paltoglou; Fernando Loizides; Preben Hans
Название: Professional Search in the Modern World
ISBN: 3319125109 ISBN-13(EAN): 9783319125107
Издательство: Springer
Рейтинг:
Цена: 6708.00 р.
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Описание: This State-of-the-Art Survey constitutes the Final Publication of the COST Action IC1002 on Multilingual and Multifaceted Interactive Information Access, MUMIA.


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