Tourism Event Analytics with Mobile Phone Data
نویسندگان
چکیده
Tourism has been an increasingly significant contributor to the economy, society, and environment. Policy-making research on tourism traditionally rely surveys economic datasets, which are based small samples depict dynamics at a low granularity. Anonymous call detail record (CDR) is novel source of data with enormous potential in areas high societal value: epidemics, poverty, urban development. This study demonstrates added value CDR event tourism, especially for analysis evaluation marketing strategies, operations, externalities local national levels. To achieve this aim, we formalize 14 indicators spatial temporal resolutions measure both positive negative impacts touristic events. We exemplify use these country, Andorra, 22 high-impact events including sports competitions, cultural performances, music festivals. analyze using large-scale across 2 years. Our approach serves as prescriptive diagnostic tool mobile phone opens up future directions analytics.
منابع مشابه
Propagation Models and Analysis for Mobile Phone Data Analytics
People in modern society use mobile phones as their primary way to retrieve information and to connect with others across the globe. The kinds of connections these devices support give rise to networks at many levels, from those among devices connected by near-field radio or bluetooth, to society-wide networks of phone calls made between individuals. This chapter introduces state-of-the-art pro...
متن کاملUser Acceptance of Footfall Analytics with Aggregated and Anonymized Mobile Phone Data
Monitoring and analyzing pedestrian traffic in and around retail stores has become an important tool for discovering underutilized operational and marketing opportunities of retail localities. Since a large proportion of pedestrians nowadays carry mobile phones, visual observation methods of the past could give way to cell-tower and WiFi based capture of passers-by, optionally augmented by aggr...
متن کاملWho Uses Mobile Phone Health Apps and Does Use Matter? A Secondary Data Analytics Approach
BACKGROUND Mobile phone use and the adoption of healthy lifestyle software apps ("health apps") are rapidly proliferating. There is limited information on the users of health apps in terms of their social demographic and health characteristics, intentions to change, and actual health behaviors. OBJECTIVE The objectives of our study were to (1) to describe the sociodemographic characteristics ...
متن کاملMulti-perspective Analysis of Mobile Phone Call Data Records: A Visual Analytics Approach
Analysis of human mobility is currently a hot research topic in data mining, geographic information science and visual analytics. While a wide variety of methods and tools are available, it is still hard to find recommendations for considering a data set systematically from multiple perspectives. To fill this gap, we demonstrate a workflow of a comprehensive analysis of a publicly available dat...
متن کاملPeekquence: Visual Analytics for Event Sequence Data
Exploring event sequences in big data is challenging. Though many mining algorithms have been developed to derive the most frequently occurring and the most meaningful sequential patterns, it is yet difficult to make sense of the results. To tackle the problem, we introduce a visual analytics approach, Peekquence. In this paper, we describe the design of Peekquence, which aims to increase the i...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: ACM/IMS transactions on data science
سال: 2021
ISSN: ['2691-1922', '2577-3224']
DOI: https://doi.org/10.1145/3479975