A systematic review of multidimensional relevance estimation in information retrieval

G Peikos, G Pasi - Wiley Interdisciplinary Reviews: Data Mining …, 2024 - Wiley Online Library
In information retrieval, relevance is perceived as a multidimensional and dynamic concept
influenced by user, task, and domain factors. Relying on this perspective, researchers have …

Toward contextual information retrieval: a review and trends

ZA MERROUNI, B FRIKH, B OUHBI - Procedia computer science, 2019 - Elsevier
With the growth of electronic data and the expansion of the World Wide Web (WWW), many
classic existing retrieval models and systems ignore information about the actual user and …

Multidimensional relevance: Prioritized aggregation in a personalized information retrieval setting

C da Costa Pereira, M Dragoni, G Pasi - Information processing & …, 2012 - Elsevier
A new model for aggregating multiple criteria evaluations for relevance assessment is
proposed. An Information Retrieval context is considered, where relevance is modeled as a …

Aggregation operators in information retrieval

S Marrara, G Pasi, M Viviani - Fuzzy Sets and Systems, 2017 - Elsevier
Abstract Information Retrieval is a complex task, which deals with both the subjectivity
related to the user's needs and the uncertainty and vagueness that characterize the retrieval …

[PDF][PDF] Issues in Personalizing Information Retrieval.

G Pasi - IEEE Intell. Informatics Bull., 2010 - comp.hkbu.edu.hk
This paper shortly discusses the main issues related to the problem of personalizing search.
To overcome the “one size fits all” behavior of most search engines and Information …

Criteria of geographic relevance: an experimental study

S De Sabbata, T Reichenbacher - International Journal of …, 2012 - Taylor & Francis
The relevance of geographic information has become an emerging problem in geographic
information science due to an enormous increase in volumes of data at high spatial …

An overview of aggregation methods for social networks analysis

L Hlaoua - Knowledge and Information Systems, 2024 - Springer
Creating systems that can interpret and manage the ambiguity and subjectivity of the
representation and retrieval of information is one of the issues facing information systems …

Beyond Topicality: Including Multidimensional Relevance in Cross-encoder Re-ranking: The Health Misinformation Case Study

R Upadhyay, A Askari, G Pasi, M Viviani - European Conference on …, 2024 - Springer
In this paper, we propose a novel approach to consider multiple dimensions of relevance in
cross-encoder re-ranking. On the one hand, cross-encoders constitute an effective solution …

Usefulness of information for goal achievement

L Cholvy, C da Costa Pereira - … Conference on Principles and Practice of …, 2019 - Springer
This paper focuses on modelling information usefulness. More precisely, it aims at
characterizing how useful a piece of information is for a cognitive agent which has some …

Modeling multidimensional user relevance in IR using vector spaces

S Uprety, Y Su, D Song, J Li - … ACM SIGIR Conference on Research & …, 2018 - dl.acm.org
It has been shown that relevance judgment of documents is influenced by multiple factors
beyond topicality. Some multidimensional user relevance models (MURM) proposed in …