Modelling, representation and implementation of imperfect information for an enhanced exploration of large databases

• Published in: Journal of decision systems Vol. 26; no. 2; pp. 152 - 169
• Main Authors: Jandoubi, Sabrine, Bahri, Afef, Yacoubi Ayadi, Nadia, Chakhar, Salem, Labib, Ashraf
• Format: Journal Article
• Language: English
• Published: Taylor & Francis 03.04.2017
• Subjects: fuzziness; fuzzy attributes; fuzzy database; imperfect information; imprecision; incomplete data; Large data-sets; mapping rule; uncertainty

The rapid development of social networks, intelligent sensors, mobile solutions and Internet of things has led to the emergence of large data-sets. Efficiently and effectively exploring these data-sets is a challenging question, especially when the imperfectness of real-world needs to be taken into...