Unsupervised Hierarchical Clustering Approach for Tourism Market Segmentation Based on Crowdsourced Mobile Phone Data
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Nico Van de Weghe | Daniel Ochoa | Sidharta Gautama | Ivana Semanjski | Jorge Rodríguez | N. V. D. Weghe | S. Gautama | Daniel Ochoa | I. Šemanjski | Jorge Rodríguez | N. Weghe
[1] Isabelle Frochot,et al. A benefit segmentation of tourists in rural areas: a Scottish perspective , 2005 .
[2] David J. Keeling. Transportation geography: new directions on well-worn trails , 2007 .
[3] Sidharta Gautama,et al. Policy 2.0 Platform for Mobile Sensing and Incentivized Targeted Shifts in Mobility Behavior , 2016, Sensors.
[4] Frank Witlox,et al. Integrating Big Data into a Sustainable Mobility Policy 2.0 Planning Support System , 2016 .
[5] Sidharta Gautama,et al. Crowdsourcing mobility insights: reflection of attitude based segments on high resolution mobility behaviour data , 2016 .
[6] Frank Witlox,et al. Spatial context mining approach for transport mode recognition from mobile sensed big data , 2017, Comput. Environ. Urban Syst..
[7] D. Istance. Organization for Economic Co-operation and Development , 1966, Nature.
[8] Ling Li,et al. Big data in tourism research: A literature review , 2018, Tourism Management.
[9] H. A. Eiselt,et al. Exploratory research of tourist motivations and planning , 2004 .
[10] A. Gutiérrez,et al. The Determinants of Tourist Use of Public Transport at the Destination , 2016 .
[11] Sebastian Raschka,et al. Python Machine Learning , 2015 .
[12] Thomas B. Montzka. Investigating the Potential of Using SOM on Audit Changed Trades , 2018 .
[13] Tommy W. S. Chow,et al. Clustering Heterogeneous Data with k-Means by Mutual Information-Based Unsupervised Feature Transformation , 2015, Entropy.
[14] Lourdes Molera,et al. Profiling segments of tourists in rural areas of South-Eastern Spain , 2007 .
[15] Choong-Ki Lee,et al. Push and Pull Relationships , 2002 .
[16] P. Rousseeuw. Silhouettes: a graphical aid to the interpretation and validation of cluster analysis , 1987 .
[17] R. Ahas,et al. The use of tracking technologies in tourism research: the first decade , 2016 .
[18] Ingrid Moerman,et al. Pattern mining in tourist attraction visits through association rule learning on Bluetooth tracking data: A case study of Ghent, Belgium , 2014 .
[19] A. M. Sheela,et al. A crowdsourced valuation of recreational ecosystem services using social media data: An application to a tropical wetland in India. , 2018, The Science of the total environment.
[20] Kai Lu,et al. Metric-Based Auto-Instructor for Learning Mixed Data Representation , 2018, AAAI.
[21] Yi Peng,et al. Evaluation of clustering algorithms for financial risk analysis using MCDM methods , 2014, Inf. Sci..
[22] Sidharta Gautama,et al. Smart City Mobility Application—Gradient Boosting Trees for Mobility Prediction and Analysis Based on Crowdsourced Data , 2015, Sensors.
[23] A. Morrison,et al. The Tourism System: An Introductory Text , 1985 .
[24] Jonathan Z. Bloom,et al. MARKET SEGMENTATION: A Neural Network Application , 2005 .
[25] Anil K. Jain,et al. Validity studies in clustering methodologies , 1979, Pattern Recognit..
[26] Tong Guo,et al. CrowdTravel: scenic spot profiling by using heterogeneous crowdsourced data , 2017, Journal of Ambient Intelligence and Humanized Computing.
[27] Petra Perner,et al. Data Mining - Concepts and Techniques , 2002, Künstliche Intell..
[28] L. Jia,et al. Forest Recreation Opportunity Spectrum in the Suburban Mountainous Region of Beijing , 2012 .
[29] Tijs Neutens,et al. Analysing spatiotemporal sequences in Bluetooth tracking data , 2012 .
[30] Qingquan Li,et al. Understanding the Impacts of Human Mobility on Accessibility Using Massive Mobile Phone Tracking Data , 2018 .
[31] R. Ahas,et al. Seasonal tourism spaces in Estonia: Case study with mobile positioning data , 2007 .
[32] D. Getz. The tourism system: An introductory text: By Robert Christie Mill and Alastair M. Morrison, Prentice-Hall, Inc. (Englewood Cliffs, NJ 07632, USA) ISBN 0-13-925645-8, 1985, XX + 457 pp. (tables, illustrations, index) $25.95 (cloth) , 1986 .