Context-Aware Generation of Personalized Audio Tours: Approach and Evaluation

被引:0
作者
Shilov, Nikolay [1 ]
Kashevnik, Alexey [2 ]
Mikhailov, Sergey [1 ,2 ]
机构
[1] SPIIRAS, 39 14th Line, St Petersburg 199178, Russia
[2] ITMO Univ, 49 Kronverkskiy Pr, St Petersburg 197101, Russia
来源
SPEECH AND COMPUTER (SPECOM 2018) | 2018年 / 11096卷
基金
俄罗斯基础研究基金会;
关键词
Tour; Context; Personalization; Preferences; Approach; Evaluation; SYSTEMS; MUSEUM;
D O I
10.1007/978-3-319-99579-3_63
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Development of information and communication technologies together with growing popularity of e-tourism open boundaries for new concepts and approaches. Automated tours is one of such directions. There exist a number of approaches aimed at selecting a particular tour based on the analysis of certain parameters. In the paper, the authors consider an approach to generation of audio tours from available fragments based on the analysis of the context and tourists' preferences. This makes it possible for the tours to be very flexible and adjustable "on-the-go" based on the tourist feedback or actions. The approach is evaluated through an experiment that has shown a high level of acceptance of the generated tours by people. Future work is aimed at implementation and evaluation of the feedback analysis to improve the system. It is suggested to replace explicit feedback with analysis of tourist's actions like skipping some fragments or searching for more information.
引用
收藏
页码:615 / 624
页数:10
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