Development of an integrated travel behavior model using multi-source social networks data
| Project/Area Number |
17K14737
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| Research Category |
Grant-in-Aid for Young Scientists (B)
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| Allocation Type | Multi-year Fund |
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| Research Field |
Civil engineering project/Traffic engineering
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| Research Institution | The University of Tokyo |
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Principal Investigator |
トロンコソ ジアンカルロス 東京大学, 大学院工学系研究科(工学部), 助教 (60756336)
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| Project Period (FY) |
2017-04-01 – 2020-03-31
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| Project Status |
Granted (Fiscal Year 2018)
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| Budget Amount *help |
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2019: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2018: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2017: ¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
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| Keywords | 社会的ネットワーク / 交通行動 / ソーシャルインタラクション / Social networks / Travel behavior / Social interactions / social networks / travel behavior / social interactions / ICT / ソーシャルネットワーキングサービス |
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| Outline of Annual Research Achievements |
(I) Data from the FY2017 social networks survey was analyzed yielding the following results:
(a) Japanese ego-centric social networks might be considerably smaller than those of Europe and the Americas, (b) distance distribution of ego-centric networks might not follow a power law distribution as suggested in the literature, and (c) homophily and distance are important factors influencing friendship formation.
(II)Due to the non-probability nature of the survey results cannot be generalized. To address this, a new survey was conducted using a random sample. This survey was conducted between Mar. 1st 2019 and Apr. 23 2019.
(III) Using the data from (II) An international comparison of 5 countries was started in Feb. 2019 with additional data from Switzerland, Netherlands, Chile and Canada.
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| Current Status of Research Progress |
Current Status of Research Progress
3: Progress in research has been slightly delayed.
Reason
The analysis of the survey data yielded some unexpected results, that were different from relevant benchmark data. As such, to be able to verify and generalize these findings, a new survey was conducted using a probability sample.
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| Strategy for Future Research Activity |
(I) Int'l comparison of social networks and interactions: Using data from our survey and 4 other countries, a comparative study is under way, focusing on (a) factors affecting social interaction frequencies by mode, and (b) distribution patterns of social networks.
(II) Follow up survey on social networks and travel: Using a sub-sample of respondents from the main survey, a new survey is being designed focusing specifically on travel behavior while accounting for social networks of respondents. This survey will be conducted in lieu of the probe-person survey originally planned, due to budgetary reasons.
(III) Use data from both surveys to develop a travel behavior model incorporating social network characteristics.
(IV) Incorporate output from (I,II,III) in activity patter simulator.
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Report
(2 results)
Research Products
(4 results)
