Pregled bibliografske jedinice broj: 264160
Recommender System Model Based on Artificial Immune System
Recommender System Model Based on Artificial Immune System // Proceedings of the 28th International Conference on Information Technology Interfaces - ITI 2006 / Lužar-Stiffler, Vesna ; Hljuz Dobrić, Vesna (ur.).
Zagreb: Sveučilišni računski centar Sveučilišta u Zagrebu (Srce), 2006. str. 367-372 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
CROSBI ID: 264160 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Recommender System Model Based on Artificial Immune System
Autori
Mihaljević, Branko ; Cvitaš, Ana ; Žagar, Mario
Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni
Izvornik
Proceedings of the 28th International Conference on Information Technology Interfaces - ITI 2006
/ Lužar-Stiffler, Vesna ; Hljuz Dobrić, Vesna - Zagreb : Sveučilišni računski centar Sveučilišta u Zagrebu (Srce), 2006, 367-372
Skup
28th International Conference on Information Technology Interfaces - ITI 2006
Mjesto i datum
Dubrovnik, Hrvatska; Cavtat, Hrvatska, 19.06.2006. - 22.06.2006
Vrsta sudjelovanja
Predavanje
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
Artificial Immune System; Danger Theory; Recommender System; RECAIS
Sažetak
Recommendation and prediction problems mostly rely on recognition and classification tasks. Artificial immune systems, based on natural immunological principles, are computational paradigm for solving such tasks. Additional context dependent response theories like Danger theory explain usage of signaling in recognition process. Recommender system model proposed in this paper addresses construction of a web portal news article recommender based on artificial immune system combined with Danger theory. System knowledge represents learned user preferences using implicit tracking of user actions. System also adapts to evolution of user's opinion and expresses results in personalized recommendation list format.
Izvorni jezik
Engleski
Znanstvena područja
Računarstvo
