On the Definition and Scope of Information Fusion as a Field of ResearchShow others and affiliations
2022 (English)In: ISIF Perspectives on Information Fusion, ISSN 2831-4824, Vol. 5, no 1, p. 3-12Article in journal (Refereed) Published
Abstract [en]
A definition of information fusion (IF) as a field of research can benefit researchers within the field, who may use such a definition when motivating their own work and evaluating the contributions of others. Moreover, it can enable researchers and practitioners outside the field to more easily relate their own work to the field and more easily understand the scope of IF techniques and methods. Based on strengths and weaknesses of existing definitions, a definition is proposed that is argued to effectively fulfill the requirements that can be put on a definition of IF as a field of research. Although the proposed definition aims to be precise, it does not fully capture the richness and versatility of the IF field. To address that limitation, we highlight some topics to explore the scope of IF, covering the systems perspective of IF and its relation to ma-chine learning, optimization, robot behavior, opinion aggregation, and databases.
Place, publisher, year, edition, pages
International Society of Information Fusion (ISIF) , 2022. Vol. 5, no 1, p. 3-12
National Category
Computer Sciences Robotics Information Systems
Research subject
Skövde Artificial Intelligence Lab (SAIL); Distributed Real-Time Systems; Information Systems
Identifiers
URN: urn:nbn:se:his:diva-21740OAI: oai:DiVA.org:his-21740DiVA, id: diva2:1691371
Note
Abstracting is permitted with credit to the source. For all other copying, reprint, or republication permissions, contact the Administrative Editor. Copyright© 2022 ISIF, Inc.
2022-08-302022-08-302023-09-25Bibliographically approved