TY - CHAP
T1 - An exhibit recommendation system based on semantic networks for museum
AU - Maehara, Chihiro
AU - Yatsugi, Kotaro
AU - Kim, Daewoong
AU - Ushiama, Taketoshi
N1 - Copyright:
Copyright 2021 Elsevier B.V., All rights reserved.
PY - 2012
Y1 - 2012
N2 - Today, information devices as exhibition guide systems to support visitor's appreciation are introduced in many museums. In this paper, we propose a system for recommending some exhibits suitable for visitor's interests and requirements with an information device. The proposed system supports a user to appreciate an exhibition and arouses interests of the user by recommending exhibits. Exhibits which the system recommends are selected based on the two types of scores: aggregation scores and influence scores. The aggregation score of an exhibit is defined as the sum of the influence scores of exhibits which have influences on it, and the influence score of an exhibit is defined as the sum of the aggregation scores of exhibits influenced by it. Those scores are calculated based on a semantic network on the exhibits in a museum.
AB - Today, information devices as exhibition guide systems to support visitor's appreciation are introduced in many museums. In this paper, we propose a system for recommending some exhibits suitable for visitor's interests and requirements with an information device. The proposed system supports a user to appreciate an exhibition and arouses interests of the user by recommending exhibits. Exhibits which the system recommends are selected based on the two types of scores: aggregation scores and influence scores. The aggregation score of an exhibit is defined as the sum of the influence scores of exhibits which have influences on it, and the influence score of an exhibit is defined as the sum of the aggregation scores of exhibits influenced by it. Those scores are calculated based on a semantic network on the exhibits in a museum.
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U2 - 10.1007/978-3-642-23190-2_10
DO - 10.1007/978-3-642-23190-2_10
M3 - Chapter
AN - SCOPUS:82255165294
SN - 9783642231896
T3 - Studies in Computational Intelligence
SP - 131
EP - 141
BT - Innovations in Intelligent Machines - 2
ER -