Development of a semantic web based activity recommender software [Anlamsal Web Tabanli bir Aktivite Öneri Sistemi Yaziliminin Geliştirilmesi]
Küçük Resim Yok
Tarih
2017
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
CEUR-WS
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
People are usually willing to spend their free time in entertaining activities. In the process of finding appropriate activity, circumstances such as personal preferences and weather conditions, as well as some factors like the budget play an important role. In addition, one should find and filter these activities with an extensive effort in order to determine the proper activity based on personal requirements. In addition, to succeed in the web-based search for the activities, exact syntactical mapping is needed. This situation may lead to miss those activities which place in several categories. These requirements for the activity finding make the process difficult for the users. To deal with these challenges, the web services providing the activities can be defined semantically, discovered automatically and dynamically, and hence the activities closest to the user's preferences can be found. To this end, in this paper, an activity recommender system is proposed which utilizes semantic web services and semantic matchmaking. For this purpose, as part of an engineering approach, a semantic web infrastructure is proposed with which web services can communicate to discover the desired activity. The evaluation of both the proposed approach and the implemented system with taking into account the advantages and the disadvatages brought the approach is also given in the paper.
Açıklama
Alanya Municipality;Havelsan;Idea Teknoloji Cozumleri;Turkcell
11th Turkish National Software Engineering Symposium, UYMS 2017 -- 18 October 2017 through 20 October 2017 -- 131664
11th Turkish National Software Engineering Symposium, UYMS 2017 -- 18 October 2017 through 20 October 2017 -- 131664
Anahtar Kelimeler
Ontology, Recommender system, Semantic mapping, Semantic web, Social activity, Web service
Kaynak
CEUR Workshop Proceedings
WoS Q Değeri
Scopus Q Değeri
N/A
Cilt
1980
