Ontology-driven document enrichment: principles, tools and applications

@article{citeulike:95832, abstract = {In this paper, we present an approach to document enrichment, which consists of developing and integrating formal knowledge models with archives of documents, to provide intelligent knowledge retrieval and (possibly) additional knowledge-intensive services, beyond what is currently available using "standard" information retrieval and search facilities. Our approach is ontology-driven, in the sense that the construction of the knowledge model is carried out in a top-down fashion, by populating a given ontology, rather than in a bottom-up fashion, by annotating a particular document. In this paper, we give an overview of the approach and we examine the various types of issues (e.g. modelling, organizational and user interface issues) which need to be tackled to effectively deploy our approach in the workplace. In addition, we also discuss a number of technologies we have developed to support ontology-driven document enrichment and we illustrate our ideas in the domains of electronic news publishing, scholarly discourse and medical guidelines.}, author = {Motta, Enric and Buckingham, S. and Domingue, Joh }, citeulike-article-id = {95832}, doi = {http://dx.doi.org/10.1006/ijhc.2000.0384}, journal = {International Journal of Human-Computer Studies}, keywords = {document, ontology}, month = {June}, number = {6}, pages = {1071--1109}, posted-at = {2005-02-15 13:17:50}, priority = {2}, title = {Ontology-driven document enrichment: principles, tools and applications}, url = {http://dx.doi.org/10.1006/ijhc.2000.0384}, volume = {52}, year = {2000} }

TY - JOUR ID - citeulike:95832 L3 - citeulike-article-id:95832 TI - Ontology-driven document enrichment: principles, tools and applications JF - International Journal of Human-Computer Studies VL - 52 IS - 6 SP - 1071 EP - 1109 N2 - In this paper, we present an approach to document enrichment, which consists of developing and integrating formal knowledge models with archives of documents, to provide intelligent knowledge retrieval and (possibly) additional knowledge-intensive services, beyond what is currently available using "standard" information retrieval and search facilities. Our approach is ontology-driven, in the sense that the construction of the knowledge model is carried out in a top-down fashion, by populating a given ontology, rather than in a bottom-up fashion, by annotating a particular document. In this paper, we give an overview of the approach and we examine the various types of issues (e.g. modelling, organizational and user interface issues) which need to be tackled to effectively deploy our approach in the workplace. In addition, we also discuss a number of technologies we have developed to support ontology-driven document enrichment and we illustrate our ideas in the domains of electronic news publishing, scholarly discourse and medical guidelines. KW - document KW - ontology AU - Motta, Enric AU - Buckingham, S AU - Domingue, Joh PY - 2000/06// UR - http://dx.doi.org/10.1006/ijhc.2000.0384 ER -