TY - GEN
T1 - A model for evaluating the quality of user-created documents
AU - Hoang, Linh
AU - Lee, Jung Tae
AU - Song, Young In
AU - Rim, Hae Chang
PY - 2008
Y1 - 2008
N2 - In this paper, we propose a model for evaluating the quality of general user-created documents. The model is based on supervised classification approach, in which output scores are considered as quality of given document. In order to utilize both textual and non-textual attributes of documents, we incorporated a number of objectively measurable, real-valued features selected upon predefined criteria for quality. Experiments on two datasets of real world documents show that textual features are stable indicators for evaluating documents' quality. Some features are inferred to be effective for general kinds of documents.
AB - In this paper, we propose a model for evaluating the quality of general user-created documents. The model is based on supervised classification approach, in which output scores are considered as quality of given document. In order to utilize both textual and non-textual attributes of documents, we incorporated a number of objectively measurable, real-valued features selected upon predefined criteria for quality. Experiments on two datasets of real world documents show that textual features are stable indicators for evaluating documents' quality. Some features are inferred to be effective for general kinds of documents.
UR - http://www.scopus.com/inward/record.url?scp=45449086664&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=45449086664&partnerID=8YFLogxK
U2 - 10.1007/978-3-540-68636-1_54
DO - 10.1007/978-3-540-68636-1_54
M3 - Conference contribution
AN - SCOPUS:45449086664
SN - 3540686339
SN - 9783540686330
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 496
EP - 501
BT - Information Retrieval Technology - 4th Asia Information Retrieval Symposium, AIRS 2008, Revised Selected Papers
T2 - 4th Asia Information Retrieval Symposium, AIRS 2008
Y2 - 15 January 2008 through 18 January 2008
ER -