Tourism recommendation system: a survey and future research directions

被引:0
|
作者
Joy Lal Sarkar
Abhishek Majumder
Chhabi Rani Panigrahi
Sudipta Roy
Bibudhendu Pati
机构
[1] Tripura University,
[2] Rama Devi Women’s University,undefined
[3] Assam University,undefined
来源
关键词
Tour recommendation; Social media; Tourism; POIs; Itineraries; RS; AI;
D O I
暂无
中图分类号
学科分类号
摘要
A Recommendation System (RS) is an intelligent computer based system which provide valuable suggestions to the user and are used in several domains. Social media platforms are the most common internet applications due to the large number of users. The numerous posts, likes, etc. have accrued on social media platforms and can be used in variety of recommendation systems. In this work, the primary focus is the tourism domain, where RS serves as a valuable tool for the tourist to plan his trip. Traditional RS systems only cater to the needs of the tourist by examining few factors. However, there are a large range of factors such as environment factors , actual geo-coordinates, trip destination, preferences of the user etc. that need to be taken into account in order to make a foolproof recommendation to the tourists. Tourism Recommendation Systems (TRS) provide suggestions to the tourists to identify the most suited transport (flight, train, etc.), accommodations, museums, special interest places and other items which are required for the trip. Several techniques are used and a thorough study of various techniques of traditional RS and TRS techniques have been done which are specially designed for tourism domain. Various Artificial Intelligence (AI) techniques have been highlighted which are used to solve the tourist recommendation problem. Also, future research direction has been suggested which would improvise the Quality of Service (QoS) of the RS in tourism industry.
引用
收藏
页码:8983 / 9027
页数:44
相关论文
共 50 条
  • [21] A bibliometric review of research in wine tourism experiences: insights and future research directions
    Kotur, Anupama S.
    [J]. INTERNATIONAL JOURNAL OF WINE BUSINESS RESEARCH, 2023, 35 (02) : 278 - 297
  • [22] Progress in Sustainable Tourism Research: An Analysis of the Comprehensive Literature and Future Research Directions
    Yang, Yuetao
    Wani, Gowhar Ahmad
    Nagaraj, V.
    Haseeb, Mohammad
    Sultan, Sameer
    Hossain, Md. Emran
    Kamal, Mustafa
    Shah, Syed Mehmood Raza
    [J]. SUSTAINABILITY, 2023, 15 (03)
  • [23] Is protection really for sale? A survey and directions for future research
    Imai, Susumu
    Katayama, Hajime
    Krishna, Kala
    [J]. INTERNATIONAL REVIEW OF ECONOMICS & FINANCE, 2009, 18 (02) : 181 - 191
  • [24] Financial Contracting: A Survey of Empirical Research and Future Directions
    Roberts, Michael R.
    Sufi, Amir
    [J]. ANNUAL REVIEW OF FINANCIAL ECONOMICS, 2009, 1 : 207 - 226
  • [25] Smart Education: A Systematic Survey and Future Research Directions
    Martin, Adrian Carruana
    Alario-Hoyos, Carlos
    [J]. 2021 INTERNATIONAL CONFERENCE ON COMPUTING SCIENCES (ICCS 2021), 2021, : 173 - 177
  • [26] A Survey on Mobile Social Networks: Applications, Platforms, System Architectures, and Future Research Directions
    Hu, Xiping
    Chu, Terry H. S.
    Leung, Victor C. M.
    Ngai, Edith C. -H.
    Kruchten, Philippe
    Chan, Henry C. B.
    [J]. IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2015, 17 (03): : 1557 - 1581
  • [27] A Survey on Requirements of Future Intelligent Networks: Solutions and Future Research Directions
    Husen, Arif
    Chaudary, Muhammad Hasanain
    Ahmad, Farooq
    [J]. ACM COMPUTING SURVEYS, 2023, 55 (04)
  • [28] Halal tourism beyond 2020: concepts, opportunities and future research directions
    Ekka, Punit Moris
    [J]. JOURNAL OF ISLAMIC MARKETING, 2024, 15 (01) : 42 - 58
  • [29] Mapping Creative Tourism Research: Reviewing the Field and Outlining Future Directions
    Galvagno, Marco
    Giaccone, Sonia C.
    [J]. JOURNAL OF HOSPITALITY & TOURISM RESEARCH, 2019, 43 (08) : 1256 - 1280
  • [30] Terminal illness and tourism: a review of current literature and directions for future research
    Willson, G.
    McIntosh, A. J.
    Morgan, A.
    Sanders, D.
    [J]. TOURISM RECREATION RESEARCH, 2018, 43 (02) : 268 - 272