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Interactive IR User Study Design, Evaluation, and Reporting

Liu, Jiqun Shah Chirag
Heftet / 2019 / Engelsk

Product details

ISBN
9783031011917
Published
2019-06-04
Publisher
Springer International Publishing AG
Height
235 mm
Width
191 mm
Age
Professional/practitioner, P, 06
Language
Product language
Engelsk
Format
Product format
Heftet
Original title
Interactive IR User Study Design, Evaluation, and Reporting

Author
Liu, Jiqun
Shah Chirag

Biographical note

Jiqun Liu is a Ph.D. candidate in the Department of Library and Information Science at School of Communication and Information, Rutgers University. His main research interests lie in understanding how peoples problematic situations, information seeking intentions, and search strategies are connected in search interactions and what this means for the design and evaluation of user-centered interactive search systems. Jiqun Liu received his M.S. in Information Science from the Department of Information Management, Peking University and a double B.S. in Library Science and Finance from the Business School, Nankai University.Chirag Shah is an Associate Professor in both the School of Communication and Information (SC&I) and the Department of Computer Science at Rutgers University. His research interests include studies of interactive information retrieval/seeking, trying to understand the task a person is doing, and providing proactive recommendations. Dr. Shah received his M.S. in ComputerScience from University of Massachusetts (UMass) at Amherst, and Ph.D. in Information Science from University of North Carolina (UNC) at Chapel Hill. He directs the InfoSeeking Lab at Rutgers University where he investigates issues related to information seeking, human-computer interaction (HCI), and social media, supported by grants from National Science Foundation (NSF), National Institute of Health (NIH), Institute of Museum and Library Services (IMLS), Amazon, Google, and Yahoo. More information about Dr. Shah can be found at http://chiragshah.org/

Interactive IR User Study Design, Evaluation, and Reporting

Liu, Jiqun Shah Chirag
Heftet / 2019 / Engelsk
Liu, Jiqun Shah Chirag
Heftet / 2019 / Engelsk
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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.
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Preface.- Acknowledgments.- Introduction.- Interactive Information Retrieval.- Methodology: Paper Selection and Coding Scheme.- Faceted Framework of IIR User Studies.- Evaluating IIR User Studies of Different Types.- Implications and Limitations of the Faceted Framework.- Conclusion and Future Directions.- Appendix.- Bibliography.- Authors' Biographies.
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GPSR Compliance The European Union's (EU) General Product Safety Regulation (GPSR) is a set of rules that requires consumer products to be safe and our obligations to ensure this. If you have any concerns about our products you can contact us on ProductSafety@springernature.com. In case Publisher is established outside the EU, the EU authorized representative is: Springer Nature Customer Service Center GmbH Europaplatz 3 69115 Heidelberg, Germany ProductSafety@springernature.com
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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.
Read more
Preface.- Acknowledgments.- Introduction.- Interactive Information Retrieval.- Methodology: Paper Selection and Coding Scheme.- Faceted Framework of IIR User Studies.- Evaluating IIR User Studies of Different Types.- Implications and Limitations of the Faceted Framework.- Conclusion and Future Directions.- Appendix.- Bibliography.- Authors' Biographies.
Read more
GPSR Compliance The European Union's (EU) General Product Safety Regulation (GPSR) is a set of rules that requires consumer products to be safe and our obligations to ensure this. If you have any concerns about our products you can contact us on ProductSafety@springernature.com. In case Publisher is established outside the EU, the EU authorized representative is: Springer Nature Customer Service Center GmbH Europaplatz 3 69115 Heidelberg, Germany ProductSafety@springernature.com
Read more

Product details

ISBN
9783031011917
Published
2019-06-04
Publisher
Springer International Publishing AG
Height
235 mm
Width
191 mm
Age
Professional/practitioner, P, 06
Language
Product language
Engelsk
Format
Product format
Heftet
Original title
Interactive IR User Study Design, Evaluation, and Reporting

Author
Liu, Jiqun
Shah Chirag

Biographical note

Jiqun Liu is a Ph.D. candidate in the Department of Library and Information Science at School of Communication and Information, Rutgers University. His main research interests lie in understanding how peoples problematic situations, information seeking intentions, and search strategies are connected in search interactions and what this means for the design and evaluation of user-centered interactive search systems. Jiqun Liu received his M.S. in Information Science from the Department of Information Management, Peking University and a double B.S. in Library Science and Finance from the Business School, Nankai University.Chirag Shah is an Associate Professor in both the School of Communication and Information (SC&I) and the Department of Computer Science at Rutgers University. His research interests include studies of interactive information retrieval/seeking, trying to understand the task a person is doing, and providing proactive recommendations. Dr. Shah received his M.S. in ComputerScience from University of Massachusetts (UMass) at Amherst, and Ph.D. in Information Science from University of North Carolina (UNC) at Chapel Hill. He directs the InfoSeeking Lab at Rutgers University where he investigates issues related to information seeking, human-computer interaction (HCI), and social media, supported by grants from National Science Foundation (NSF), National Institute of Health (NIH), Institute of Museum and Library Services (IMLS), Amazon, Google, and Yahoo. More information about Dr. Shah can be found at http://chiragshah.org/

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