Bora Arslan - Academia.edu (original) (raw)
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Papers by Bora Arslan
WIT Transactions on Information and Communication Technologies, 2002
The main objective of a personalized recommender system is to filter and present (recommend) to t... more The main objective of a personalized recommender system is to filter and present (recommend) to the user the most appropriate items according to his preferences. In many Case Based Recommendation systems, thk goal is achieved by using weighted similarity measures. Thus, weighting the features, i.e. describing the items to be recommended, is a key issue in such systems. In this paper, we propose a dynamic weighting scheme for a Case Based Recommendation System, which is based on statistics of data extracted from past sessios. The applications of these ideas to an interactive, Case-Based travel recommender system, called Dietorecsl, that guides European travelers for their travel decision making processes, are described.
Advances in Case-Based …, Jan 1, 2002
This paper presents a web based recommender system aimed at supporting a user in information filt... more This paper presents a web based recommender system aimed at supporting a user in information filtering and product bundling. The system enables the selection of travel locations, activities and attractions, and supports the bundling of a personalized travel plan. A travel plan is composed in a mixed initiative way: the user poses queries and the recommender exploits an innovative technology that helps the user, when needed, to reformulate the query. Travel plans are stored in a memory of cases, which is exploited for ranking travel items extracted from catalogues. A new 'collaborative' approach is introduced, where user past behavior similarity is replaced with session (travel plan) similarity.
Canadian Journal of …, Jan 1, 2002
Abstract. We introduce the concept of logarithmic dimension of a compact set. In terms of this ma... more Abstract. We introduce the concept of logarithmic dimension of a compact set. In terms of this magni-tude, the extension property and the diametral dimension of spaces E(K) can be described for Cantor-type compact sets. ... Received by the editors March 6, 2001. AMS subject ...
Recommendation and Personalization in eCommerce
Electronic commerce is the process of managing business occurring over networks, which use non-pr... more Electronic commerce is the process of managing business occurring over networks, which use non-proprietary protocols such as Internet. Business includes the buying and selling of information, services and goods and maintaining a network of relationships between organizations and individuals.
Tr. J. of Mathematics, Jan 1, 1997
Note di Matematica, Jan 1, 1997
WIT Transactions on Information and Communication Technologies, 2002
The main objective of a personalized recommender system is to filter and present (recommend) to t... more The main objective of a personalized recommender system is to filter and present (recommend) to the user the most appropriate items according to his preferences. In many Case Based Recommendation systems, thk goal is achieved by using weighted similarity measures. Thus, weighting the features, i.e. describing the items to be recommended, is a key issue in such systems. In this paper, we propose a dynamic weighting scheme for a Case Based Recommendation System, which is based on statistics of data extracted from past sessios. The applications of these ideas to an interactive, Case-Based travel recommender system, called Dietorecsl, that guides European travelers for their travel decision making processes, are described.
Advances in Case-Based …, Jan 1, 2002
This paper presents a web based recommender system aimed at supporting a user in information filt... more This paper presents a web based recommender system aimed at supporting a user in information filtering and product bundling. The system enables the selection of travel locations, activities and attractions, and supports the bundling of a personalized travel plan. A travel plan is composed in a mixed initiative way: the user poses queries and the recommender exploits an innovative technology that helps the user, when needed, to reformulate the query. Travel plans are stored in a memory of cases, which is exploited for ranking travel items extracted from catalogues. A new 'collaborative' approach is introduced, where user past behavior similarity is replaced with session (travel plan) similarity.
Canadian Journal of …, Jan 1, 2002
Abstract. We introduce the concept of logarithmic dimension of a compact set. In terms of this ma... more Abstract. We introduce the concept of logarithmic dimension of a compact set. In terms of this magni-tude, the extension property and the diametral dimension of spaces E(K) can be described for Cantor-type compact sets. ... Received by the editors March 6, 2001. AMS subject ...
Recommendation and Personalization in eCommerce
Electronic commerce is the process of managing business occurring over networks, which use non-pr... more Electronic commerce is the process of managing business occurring over networks, which use non-proprietary protocols such as Internet. Business includes the buying and selling of information, services and goods and maintaining a network of relationships between organizations and individuals.
Tr. J. of Mathematics, Jan 1, 1997
Note di Matematica, Jan 1, 1997