New types of computational perceptions: Linguistic descriptions in deforestation analysis
作者：
Highlights：
• We extend the concept of Computational Perception to handle reliability of data.
• We introduce three new types of Computational Perceptions to enrich generated texts.
• We generate automatic reports about deforestation evolution in the Amazon region.
• We test empirically the quality of the reports in a web survey with 30 subjects.
• We evaluate linguistic descriptions through fuzzy rating scale-based questionnaires.
摘要
•We extend the concept of Computational Perception to handle reliability of data.•We introduce three new types of Computational Perceptions to enrich generated texts.•We generate automatic reports about deforestation evolution in the Amazon region.•We test empirically the quality of the reports in a web survey with 30 subjects.•We evaluate linguistic descriptions through fuzzy rating scale-based questionnaires.
论文关键词：Linguistic description of data,Fuzzy logic,Computational theory of perceptions,Granular linguistic description of phenomena,Linguistic summarization,Deforestation analysis
论文评审过程：Received 11 February 2017, Revised 17 April 2017, Accepted 12 May 2017, Available online 13 May 2017, Version of Record 17 May 2017.
论文官网地址：https://doi.org/10.1016/j.eswa.2017.05.031
