Name
Title | ||
|---|---|---|
Semantic Enrichment in Knowledge Repositories: Anotating Semantic Relationships Between Discussion Documents |
Abstract | ||
|---|---|---|
Among various knowledge management initiatives, the creation of knowledge repositories has emerged as a prevalent approach in current knowledge management practices. In order to transfer tacit knowledge from individuals to a knowledge repository, organizations usually deploy community-based discussion forums. Typically, discussions among participants are organized into reply-replied structures, and reply semantic relationships among these discussion ;documents exist either explicitly or implicitly Such relationships, once discovered or annotated in the knowledge repository, can facilitate subsequent knowledge navigation by providing a novel and more semantic mechanism and can support other organizational knowledge management activities (e.g., construction of expert networks). In this study, we propose a preliminary taxonomy of reply semantic relationships for discussion documents organized in reply-replied structures and develop a Semantic Enrichment between Knowledge-sharing documents (SEEK) technique that automatically annotates semantic relationships between reply pairs of documents. Specifically, we propose and evaluate six different feature models that combine keyword features, part-of-speech statistic features, and/or text statistic features. |
Year | DOI | Venue |
|---|---|---|
2006 | 10.4018/jdm.2006010104 | JOURNAL OF DATABASE MANAGEMENT |
Keywords | Field | DocType |
discussion forum,genre classification,knowledge management,knowledge repository,knowledge sharing,reply semantic relationship,semantic enrichment,text categorization | Data mining,Knowledge integration,Knowledge sharing,Domain knowledge,Information retrieval,Personal knowledge management,Computer science,Mathematical knowledge management,Knowledge-based systems,Tacit knowledge,Semantic computing | Journal |
Volume | Issue | ISSN |
17 | 1 | 1063-8016 |
Citations | PageRank | References |
6 | 0.45 | 0 |
Authors | ||
3 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Chih-ping Wei | 1 | 743 | 74.20 |
| Tsang-Hsiang Cheng | 2 | 141 | 12.02 |
| Yi-chung Pai | 3 | 6 | 0.45 |