CT4RDD: Classification trees for research on digital divide
作者：
Highlights：
• We propose CT4RDD, a novel methodology for analysis and modeling of digital divide.
• CT4RDD is based on C4.5, a reputed classification tree algorithm from the AI domain.
• Data from the 2010 Mexican Census are used to create and evaluate our methodology.
• Internet presence in households of cities is represented as a discrete value scale.
• CT4RDD has produced if-then rules describing profiles of digital divide of cities.
摘要
•We propose CT4RDD, a novel methodology for analysis and modeling of digital divide.•CT4RDD is based on C4.5, a reputed classification tree algorithm from the AI domain.•Data from the 2010 Mexican Census are used to create and evaluate our methodology.•Internet presence in households of cities is represented as a discrete value scale.•CT4RDD has produced if-then rules describing profiles of digital divide of cities.
论文关键词：Digital divide analysis,Digital divide modeling,Digital divide measurement,Census data mining,C4.5 algorithm,J4.8 algorithm
论文评审过程：Available online 11 April 2013.
论文官网地址：https://doi.org/10.1016/j.eswa.2013.04.002
