Proposal of a Big data System Based on the Recommendation and Profiling Techniques for an Intelligent Management of Moroccan Tourism

被引:7
|
作者
Boulaalam, Oumayma [1 ]
Aghoutane, Badraddine [2 ]
El Ouadghiri, Driss [1 ]
Moumen, Aniss [3 ]
Malinine, Mahamed Laghdaf Cheikh [4 ,5 ]
机构
[1] Moulay Ismail Univ, Fac Sci, Lab Comp Sci & Applicat, Zitoune 11201, Meknes, Morocco
[2] Moulay Ismail Univ, Polydisciplinary Fac Errachidia, Team OfProc & Transformat Informat, Zitoune 11201, Meknes, Morocco
[3] Ibn Tofail Univ, Fac Sci Kenitra, Comp Sci Dept, LARIT Lab, Kenitra, Morocco
[4] Zagora & Tinghir, Delegue Tourisme Prov Ouarzazate, Zagora, Morocco
[5] Zagora & Tinghir, Delegue Tourisme Prov Ouarzazate, Tinghir, Morocco
关键词
Big data; tourism; Morocco; Big data system;
D O I
10.1016/j.procs.2018.07.200
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Big data has received high attention, and its added value is now recognized by many governments and industries, tourism is involved. In fact, the systematic and strategic analysis of big data exponentially generated by tourists allows to extract valuable insight for the travel industry. It provides a better understanding of customers' behaviors and preferences to make better and faster decisions. Nonetheless, the tourism industry in morocco has not yet exploited the potential benefits to be gained from big data, but the awareness of its importance exists. However, the rapid diffusion of new technologies in Moroccan tourism have generated new needs and challenges to operate tourism information about the territory effectively, anticipate the tourist behavior and provide personalized services. To address these issues, we propose a new system Big Data to exploit mass data created by tourists, to recommend targeted and personalized tourism offer according to users' profile, assist tourism stakeholders to make the adequate strategic decisions and thus promote Moroccan tourism. The objective of this study is to highlight the usefulness of big data in the tourism domain and then present a general overview of our big data system. (C) 2018 The Authors. Published by Elsevier Ltd.
引用
收藏
页码:346 / 351
页数:6
相关论文
共 50 条
  • [21] Survey on Big Data Techniques in Intelligent Transportation System (ITS)
    Mohandu, Anjaneyulu
    Kubendiran, Mohan
    MATERIALS TODAY-PROCEEDINGS, 2021, 47 : 8 - 17
  • [22] Research on Intelligent Management System of Meteorological Archives Based on Big Data Framework
    Chen, Huawen
    Xie, Jianyun
    Wang, Sheng Jun
    Ramanathan, Sakkaravarthi
    Mutegeki, Ronald
    ADVANCES IN DATA SCIENCE AND ADAPTIVE ANALYSIS, 2021, 13 (03N04)
  • [23] An intelligent system for energy management in smart cities based on big data and ontology
    Sayah, Zaoui
    Kazar, Okba
    Lejdel, Brahim
    Laouid, Abdelkader
    Ghenabzia, Ahmed
    SMART AND SUSTAINABLE BUILT ENVIRONMENT, 2021, 10 (02) : 169 - 192
  • [24] Exploration of intelligent operation management system of relay protection based on big data
    Sheng H.
    Wang D.
    Ma W.
    Luo S.
    Wu J.
    Dianli Xitong Baohu yu Kongzhi/Power System Protection and Control, 2019, 47 (22): : 168 - 175
  • [25] A TV Program Recommendation System Based on Big Data
    Zhang, Mengyi
    Shi, Minyong
    Hong, Zhiguo
    Shang, Songtao
    Yan, Menghan
    2016 IEEE/ACIS 15TH INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION SCIENCE (ICIS), 2016, : 1171 - 1175
  • [26] Analysis on Application of Big Data in Intelligent Tourism
    Guo, Gangzhi
    Proceedings of the 2nd International Conference on Electronics, Network and Computer Engineering (ICENCE 2016), 2016, 67 : 129 - 133
  • [27] BIG DATA INTELLIGENT RECOMMENDATION OF HEALTH SYSTEM WITH BALANCE BETWEEN SUPPLY AND DEMAND
    Cao, Xue-Feng
    INDIAN JOURNAL OF PHARMACEUTICAL SCIENCES, 2018, 80 (01) : 39 - 39
  • [28] Exploring New Vista of Intelligent Recommendation Framework for Tourism Industries: An Itinerary through Big Data Paradigm
    Sarkar, Manash
    Roy, Arup
    Agrebi, Maroi
    AlQaheri, Hameed
    INFORMATION, 2022, 13 (02)
  • [29] Research and Development of Decision Support System for Tourism Management Based on Big Data Analysis
    Xiao, Yanling
    Applied Mathematics and Nonlinear Sciences, 2024, 9 (01)
  • [30] Research on Intelligent Recommendation of Electronic Resources Based on Big Data and Knowledge Graphs
    Wei, Xiangli
    Applied Mathematics and Nonlinear Sciences, 2024, 9 (01)