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ESWA
2002
134views more  ESWA 2002»
15 years 7 months ago
A personalized recommender system based on web usage mining and decision tree induction
A personalized product recommendation is an enabling mechanism to overcome information overload occurred when shopping in an Internet marketplace. Collaborative filtering has been...
Yoon Ho Cho, Jae Kyeong Kim, Soung Hie Kim
ICDM
2010
IEEE
154views Data Mining» more  ICDM 2010»
15 years 5 months ago
Mining Public Transport Usage for Personalised Intelligent Transport Systems
Traveller information, route planning, and service updates have become essential components of public transport systems: they help people navigate built environments by providing a...
Neal Lathia, Jon Froehlich, Licia Capra
BPM
2009
Springer
161views Business» more  BPM 2009»
16 years 1 months ago
Trace Clustering Based on Conserved Patterns: Towards Achieving Better Process Models
Process mining refers to the extraction of process models from event logs. Real-life processes tend to be less structured and more flexible. Traditional process mining algorithms ...
R. P. Jagadeesh Chandra Bose, Wil M. P. van der Aa...
CAEPIA
2003
Springer
16 years 12 days ago
Clustering Main Concepts from e-Mails
E–mail is one of the most common ways to communicate, assuming, in some cases, up to 75% of a company’s communication, in which every employee spends about 90 minutes a day in ...
Jesús S. Aguilar-Ruiz, Domingo S. Rodr&iacu...
KSEM
2007
Springer
16 years 1 months ago
Service-Mining Based on Knowledge and Customer Databases
– This paper addresses a service-mining technique and applies this technique to improve the services of vehicle service centers. We propose a service-mining system and its data s...
Yan Li, Peng Wen, Hu Wang, Chunqiang Gong