User simulation for evaluating information access systems
1. Introduction2. Background3. Overview of User Simulation4. Simulation-Based Evaluation Frameworks5. User Simulation and Human Decision-making6. Simulating Interactions with Search and Recommender Systems7. Simulating Interactions with Conversational Assistants8. User Simulation in Practice: From T...
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| Format: | UnknownFormat |
| Sprache: | eng |
| Veröffentlicht: |
Boston, Delft
now
2024
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| Schriftenreihe: | Foundations and trends in information retrieval
volume 18, issue 1-2 (2024) |
| Schlagworte: |
COMPUTERS / Information Technology
> Datenbanken und Internet
> Information technology: general issues
> Informationsrückgewinnung, Information Retrieval
> Informationstechnik (IT), allgemeine Themen
> Interfacedesign, Benutzerfreundlichkeit (Usability)
> Konstruktion, Entwurf
> Maschinelles Lernen
> Wissensbasierte Systeme, Expertensysteme
> Information Retrieval
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| Online Zugang: | Cover Inhaltsverzeichnis |
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| Zusammenfassung: | 1. Introduction2. Background3. Overview of User Simulation4. Simulation-Based Evaluation Frameworks5. User Simulation and Human Decision-making6. Simulating Interactions with Search and Recommender Systems7. Simulating Interactions with Conversational Assistants8. User Simulation in Practice: From Theory to Application9. A Broader Perspective on User Simulation10. Conclusion and Future ChallengesAcknowledgementsReferences This monograph provides a systematic review of user simulation techniques aimed at giving designers methods for successfully evaluating and improving modern information access systems |
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| Beschreibung: | Literaturverzeichnis: Seite 215-265 |
| Beschreibung: | 265 Seiten Diagramme |
| ISBN: | 9781638283782 978-1-63828-378-2 |