Indexing by Latent Semantic Analysis Export

@article{citeulike:78280, abstract = {A new method for automatic indexing and retrieval is described. The approach is to take advantage of implicit higher-order structure in the association of terms with documents (\"semantic structure\") in order to improve the detection of relevant documents on the basis of terms found in queries. The particular technique used is singular-value decomposition, in which a large term by document matrix is decomposed into a set of ca 100 orthogonal factors from which the original matrix can be...}, author = {Deerwester, Scott C. and Dumais, Susan T. and Landauer, Thomas K. and Furnas, George W. and Harshman, Richard A.}, citeulike-article-id = {78280}, citeulike-linkout-0 = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.49.7546}, journal = {Journal of the American Society of Information Science}, keywords = {indexing, latend-semantic-indexing}, number = {6}, pages = {391--407}, posted-at = {2006-07-27 09:21:21}, priority = {2}, title = {Indexing by Latent Semantic Analysis}, url = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.49.7546}, volume = {41}, year = {1990} }

TY - JOUR ID - citeulike:78280 L3 - citeulike-article-id:78280 N2 - A new method for automatic indexing and retrieval is described. The approach is to take advantage of implicit higher-order structure in the association of terms with documents ("semantic structure") in order to improve the detection of relevant documents on the basis of terms found in queries. The particular technique used is singular-value decomposition, in which a large term by document matrix is decomposed into a set of ca 100 orthogonal factors from which the original matrix can be... IS - 6 JF - Journal of the American Society of Information Science EP - 407 TI - Indexing by Latent Semantic Analysis VL - 41 SP - 391 KW - indexing KW - latend-semantic-indexing AU - Deerwester, Scott AU - Dumais, Susan AU - Landauer, Thomas AU - Furnas, George AU - Harshman, Richard PY - 1990/// UR - http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.49.7546 ER -