Análise do comportamento subjacente ao encadeamento de viagens através do uso de minerador de dados / Analysis of behavior underlying chained trips by using data miner

AUTOR(ES)

Cira Souza Pitombo

DATA DE PUBLICAÇÃO

2003

RESUMO

The main aim of this work is to analyze the behavior of homogeneous groups of individuals regarding the chained trips by using a data miner. Several aspects of chained trips were represented through the extension of the coding process initially proposed by Ichikawa (2002). Aspects such as sequence of activities performed by each individual, travel mode, period of the day in which each trip occurs, and travel time were coded. The data miner used in this work was Decision and Classification Tree, an analysis tool available in S-Plus 2000 software package. The analysis was based on the origin-destination home-interview survey carried out by METRÔ-SP in São Paulo metropolitan area, in 1987. The main finding is that the socioeconomic variables can explain the behavior related to the chained trips, indicating that data miner can play an important role in the analysis of the behavior related to the chained trips.

ASSUNTO(S)

análise de demanda padrões de viagem viagens encadeadas mineração de dados trip-chaining travel patterns demand analysis data-mining

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