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Measuring the utility of search engine result pages: an information foraging based measure
Web Search Engine Result Pages (SERPs) are complex responses to queries, containing
many heterogeneous result elements (web results, advertisements, and specialised" …
many heterogeneous result elements (web results, advertisements, and specialised" …
Modelling interaction with economic models of search
Understanding how people interact when searching is central to the study of Interactive
Information Retrieval (IIR). Most of the prior work has either been conceptual, observational …
Information Retrieval (IIR). Most of the prior work has either been conceptual, observational …
Information Retrieval Systems in Healthcare: Understanding Medical Data Through Text Analysis
S Panja - Transformative Approaches to Patient Literacy and …, 2024 - igi-global.com
Healthcare systems generate an immense volume of data, which presents a unique
opportunity to make a significant impact. This chapter examines the role of information …
opportunity to make a significant impact. This chapter examines the role of information …
A flexible framework for offline effectiveness metrics
The use of offline effectiveness metrics is one of the cornerstones of evaluation in
information retrieval. Static resources that include test collections and sets of topics, the …
information retrieval. Static resources that include test collections and sets of topics, the …
Metrics, statistics, tests
This lecture is intended to serve as an introduction to Information Retrieval (IR) effectiveness
metrics and their usage in IR experiments using test collections. Evaluation metrics are …
metrics and their usage in IR experiments using test collections. Evaluation metrics are …
Task-based information interaction evaluation: The viewpoint of program theory
Evaluation is central in research and development of information retrieval (IR). In addition to
designing and implementing new retrieval mechanisms, one must also show through …
designing and implementing new retrieval mechanisms, one must also show through …
Constructing better evaluation metrics by incorporating the anchoring effect into the user model
Models of existing evaluation metrics assume that users are rational decision-makers trying
to pursue maximised utility. However, studies in behavioural economics show that people …
to pursue maximised utility. However, studies in behavioural economics show that people …
Offline evaluation by maximum similarity to an ideal ranking
NDCG and similar measures remain standard for the offline evaluation of search,
recommendation, question answering and similar systems. These measures require …
recommendation, question answering and similar systems. These measures require …
Retrieval evaluation measures that agree with users' SERP preferences: Traditional, preference-based, and diversity measures
We examine the “goodness” of ranked retrieval evaluation measures in terms of how well
they align with users' Search Engine Result Page (SERP) preferences for web search. The …
they align with users' Search Engine Result Page (SERP) preferences for web search. The …
A reference-dependent model for web search evaluation: Understanding and measuring the experience of boundedly rational users
Previous researches demonstrate that users' actions in search interaction are associated
with relative gains and losses to reference points, known as the reference dependence …
with relative gains and losses to reference points, known as the reference dependence …