A survey on data fusion: what for? in what form? what is next?

GK Canalle, AC Salgado, BF Loscio - Journal of Intelligent Information …, 2021 - Springer
Data fusion is the process of merging records from multiple sources which represent the
same real-world object into a single representation. This review of the literature concerns …

Federated search

M Shokouhi, L Si - Foundations and Trends® in Information …, 2011 - nowpublishers.com
Federated search (federated information retrieval or distributed information retrieval) is a
technique for searching multiple text collections simultaneously. Queries are submitted to a …

ranx. fuse: A Python Library for Metasearch

E Bassani, L Romelli - Proceedings of the 31st ACM International …, 2022 - dl.acm.org
This paper presents ranx. fuse, a Python library for Metasearch. Built following a user-
centered design, it provides easy-to-use tools for combining the results of multiple search …

Context representation and fusion: Advancements and opportunities

AM Khattak, N Akbar, M Aazam, T Ali, AM Khan, S Jeon… - Sensors, 2014 - mdpi.com
The acceptance and usability of context-aware systems have given them the edge of wide
use in various domains and has also attracted the attention of researchers in the area of …

Efficient query processing for scalable web search

N Tonellotto, C Macdonald, I Ounis - Foundations and Trends® …, 2018 - nowpublishers.com
Search engines are exceptionally important tools for accessing information in today's world.
In satisfying the information needs of millions of users, the effectiveness (the quality of the …

An outranking approach for rank aggregation in information retrieval

M Farah, D Vanderpooten - Proceedings of the 30th annual international …, 2007 - dl.acm.org
Research in Information Retrieval usually shows performanceimprovement when many
sources of evidence are combined to produce a ranking of documents (eg, texts, pictures …

An unsupervised learning algorithm for rank aggregation

A Klementiev, D Roth, K Small - … , Warsaw, Poland, September 17-21, 2007 …, 2007 - Springer
Many applications in information retrieval, natural language processing, data mining, and
related fields require a ranking of instances with respect to a specified criteria as opposed to …

Adaptation, Learning, and Optimization 13

MH Lim, YS Ong - 2012 - Springer
These days the technique of data fusion has been used extensively in many different
application areas and information retrieval is one of them. As early as 1980's, researchers …

Query-performance prediction: setting the expectations straight

F Raiber, O Kurland - Proceedings of the 37th international ACM SIGIR …, 2014 - dl.acm.org
The query-performance prediction task has been described as estimating retrieval
effectiveness in the absence of relevance judgments. The expectations throughout the years …

Fusion fault localizers

Lucia, D Lo, X Xia - Proceedings of the 29th ACM/IEEE international …, 2014 - dl.acm.org
Many spectrum-based fault localization techniques have been proposed to measure how
likely each program element is the root cause of a program failure. For various bugs, the …