An improved methodology for extracting information required for transport-related decisions from Q&A forums: A case study of TripAdvisor
Tài liệu tham khảo
AASHTO Fourth annual state DOT social media survey http://sp.communications.transportation.org/Documents/Social%20Media%20Survey_final_Oct2013.pdf 2013 accessed 12.05.2017.
Antoniou, 2013, Factors affecting public transport use in touristic areas, Int. J. Transport., 1, 91, 10.14257/ijt.2013.1.1.06
Barron, E., Peck, S., Venner, M., Malley, W.G., 2013a. Potential use of social media in the NEPA process. NCHRP. 25-25 TASK 80.
Barron, E., Peck, S., Venner, M., Malley, W.G., 2013b. Suggested practices guidance resource. NCHRP. 25-25 TASK 80.
Bi, B., Kao, B., Wan, C., Cho, J., 2014. Who are experts specializing in landscape photography? Analyzing topic-specific authority on content sharing services. In: 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1506-1515.
Bregman, S., 2012. Uses of social media in public transportation. TCRP Synthesis 99.
Annotation guidelines for answer types. LDC Catalog. Linguistic Data Consortium. Retrieved 21.
Cavnar, 1994, N-gram-based text categorization, Ann Arbor MI, 48113, 161
Chaniotakis, E., Antoniou, C., 2015. Use of geotagged social media in urban settings: Empirical evidence on its potential from Twitter. In: IEEE 18th International Conference on Intelligent Transportation Systems (ITSC), 214-219.
Chaniotakis, 2016, Mapping social media for transportation studies, IEEE Intell. Syst., 31, 64, 10.1109/MIS.2016.98
Collins, 2013, A novel transit rider satisfaction metric: rider sentiments measured from online social media data, J. Public Transp., 16, 21, 10.5038/2375-0901.16.2.2
Cottrill, 2015, Leveraging big data for the development of transport sustainability indicators, J. Urban Technol., 22, 45, 10.1080/10630732.2014.942094
D'Andrea, 2015, Real-time detection of traffic from Twitter stream analysis, IEEE Trans. Intell. Transp. Syst., 16, 2269, 10.1109/TITS.2015.2404431
Endarnoto, S.K., Pradipta, S., Nugroho, A.S., Purnama, J., 2011. Traffic condition information extraction & visualization from social media Twitter for Android mobile application. In: IEEE International Conference on In Electrical Engineering and Informatics (ICEEI), 1-4.
Fu, 2015, Evaluating answer quality across knowledge domains: Using textual and non-textual features in social Q&A, Assoc. Inf. Sci. Technol., 52, 1, 10.1002/pra2.2015.145052010088
Gal-Tzur, 2014, The potential of social media in delivering transport policy goals, Transp. Policy., 32, 115, 10.1016/j.tranpol.2014.01.007
Gal-Tzur, 2014, The impact of social media usage on transport policy: Issues, challenges and recommendations, Procedia – Social Behav. Sci., 111, 937, 10.1016/j.sbspro.2014.01.128
Gao, L., Zhang, Z., Wu, W., 2013. Analyzing the use of Facebook page among state DOTs. In: TRB 92nd Annual Meeting Compendium of Papers.
Gattani, 2013, Entity extraction, linking, classification, and tagging for social media: A Wikipedia-based approach, VLDB Endowment., 6, 1126, 10.14778/2536222.2536237
Grosenick, S., 2012. Real-Time Traffic Prediction Improvement through Semantic Mining of Social Networks. PhD diss.
Gu, 2016, From Twitter to detector: Real-time traffic incident detection using social media data, Transp. Res. Part C: Emerging Technol., 67, 321, 10.1016/j.trc.2016.02.011
Kaplan, 2010, Users of the world, unite! The challenges and opportunities of social media, Business Horizons., 53, 59, 10.1016/j.bushor.2009.09.003
Kocatepe, A., Lores, J., Ozguven, E.E., Yazici, A., 2015. The reach and influence of DOT Twitter accounts: A case study in Florida. In: IEEE 18th International Conference on Intelligent Transportation Systems (ITSC), 330-335.
Mai, E., Hranac, R., 2013. Twitter interactions as a data source for transportation incidents. In: TRB 92nd Annual Meeting Compendium of Papers.
Minnesota Department of Transportation, Office of Policy Analysis, 2011. Use of social media by Minnesota cities and counties. Transportation Research Synthesis. http://www.lrrb.org/media/reports/TRS1104.pdf. (accessed 25/04/17).
Mondschein, 2015, Five-star transportation: Using online activity reviews to examine mode choice to non-work destinations, Transp., 42, 707, 10.1007/s11116-015-9600-7
Moss, M.L., Kaufman, S., 2012. How social media moves in New York – Final report. http://www.utrc2.org/sites/default/files/pubs/Final-Report-Social-Media-NYC.pdf. (accessed 25/4/2017).
Musakwa, W., 2014. The use of social media in public transit systems: The case of the Gautrain, Gauteng Province, South Africa: Analysis and lessons learnt. In: Proceedings of REAL CORP, 21-23.
Nadeau, 2007, A survey of named entity recognition and classification, Lingvisticae Investigationes., 30, 3, 10.1075/li.30.1.03nad
Pathak, A., Patra, B.K., Chakraborty, A., Agarwal, A., 2015. A city traffic dashboard using social network data. In: Proceedings of the 2nd IKDD Conference on Data Sciences, 8.
Pender, B., Currie, G., Delbosc, A., Shiwakoti, N., 2014. Social media use in unplanned passenger rail disruptions – An international study. In: TRB 93rd Annual Meeting.
Ritter, A., Clark S., Etzioni, O., 2011. Named entity recognition in Tweets: An experimental study. In: Proceedings of the Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics, 1524-1534.
Schulz, 2013, I see a car crash: Real-time detection of small scale incidents in microblogs, 22
Schweitzer, L., 2012. How are we doing? Opinion mining customer sentiment in US transit agencies and airlines via Twitter. In: 91st Annual Meeting of the Transportation Research Board.
Shankaranarayanan, G., Iyer, B., Stoddard, D., 2012. Quality of social media data and implications of social media for data quality. In: 17th International Conference on Information Quality (ICIQ), 311-325.
Steiger, E., Ellersiek, T., Zipf. A., 2014. Explorative publictransport flow analysis from uncertain social media data. In: 3rd ACM SIGSPATIAL International Workshop on Crowdsourced and Volunteered Geographic Information, 1-7.
Xiang, 2010, Role of social media in online travel information search, Tourism Manage., 31, 179, 10.1016/j.tourman.2009.02.016