Browsing Digital Library of Information Science & Technology (DLIST) by Authors
Keeping on the Same Page and Working Together: The SIG III ApproachZhang, Yin (2005-10)This is a presentation (25 slides) at the Leadership Development session of the 2005 ASIS&T Annual Meeting at Charlotte, N.C. on October 30th. Yin Zhang is the Chair of the SIG III for 2004-2005. The presentation includes: 1) Illustration of major tools SIG III utilizes to keep everyone informed, and 2) Examples of how SIG III works on group projects such as a) International Paper Contest, and b) International Reception Planning. SIG III stands for Special Interest Group International Information Issues. ASIS&T is the American Society for Information Science & Technology.
Semantic Indexing and Searching Using a Hopfield NetChen, Hsinchun; Zhang, Yin; Houston, Andrea L. (1998)This paper presents a neural network approach to document semantic indexing. A Hopfield net algorithm was used to simulate human associative memory for concept exploration in the domain of computer science and engineering. INSPEC, a collection of more than 320,000 document abstracts from leading journals, was used as the document testbed. Benchmark tests confirmed that three parameters (maximum number of activated nodes, E - maximum allowable error, and maximum number of iterations) were useful in positively influencing network convergence behavior without negatively impacting central processing unit performance. Another series of benchmark tests was performed to determine the effectiveness of various filtering techniques in reducing the negative impact of noisy input terms. Preliminary user tests confirmed our expectation that the Hopfield net algorithm is potentially useful as an associative memory technique to improve document recall and precision by solving discrepancies between indexer vocabularies and end-user vocabularies.