Lin, Chuan-Heng* and Chen, A.Y. (2015 accepted) ”Trip Characteristics Study through Social Media Data ”, International Workshop on Computing in Civil Engineering(IWCCE 2015), Texas, USA, June 21 - June 23.
Chen, A.Y. and Lin, Chuan-Heng*. (2014) ”Distributed Decision Making for Real- time in-Building Evacuation Guidance.” The International Conference on Computing in Civil and Building Engineering (ICCCBE XLVIII)andInternational Council for Research and Innovation in Building and Construction(CIB) W078 conference, Florida, USA, June 23 - June25.
Chen, A.Y. and Lin, Chuan-Heng*. (2014) ”A Dynamic Distributed In-building Evacuation Guidance System”, The International Symposium on Reliability Engineering and Risk Management (ISRERM 2014), Taipei, Taiwan, May 20 - May 24.
Geo-spatial analytical tools have become an critical element in the field of transportation. In the past few years, large amount of public transportation data have been captured. Together with social-economical data, transport demand is modeled. However, the traditional approach requires great amount of time and cost on conducting household surveys. With the improvement of mobile devices and the increasing number of social media posts, there are more and more data on human mobility based on which information could potentially be extracted. This paper applies quantitative, textual, and image mining techniques to explore the possibility of short-term transportation demand forecast. Furthermore, real-world datasets from Insagram together with the demand data of the Taipei Metro Rapid Transit system are demonstrated in this work.(more detail....)