@inproceedings{SchneiderBubenhofer2015, author = {Roman Schneider and Noah Bubenhofer}, title = {Using a domain ontology for the semantic-statistical classification of specialist hypertexts}, series = {Computational Linguistics and Intellectual Technologies. Papers from the Annual International Conference “Dialogue” / Komp'juternaja lingvistika i intellektual'nye tehnologii. Po materialam ezhegodnoj Mezhdunarodnoj konferencii „Dialog“, Bekasovo, 26.-30. Mai 2010}, address = {Moskva}, organization = {Izdatel’stvo Rossijskogo Gosudarstvennogo Gumanitarnogo Universiteta (RGGU) / Staatliche Universit{\"a}t f{\"u}r Sozial- und Geisteswissenschaften Moskau (RGGU)}, isbn = {5-7281-1148-1}, url = {https://nbn-resolving.org/urn:nbn:de:bsz:mh39-39840}, pages = {622 -- 628}, year = {2015}, abstract = {In this feasibility study we aim at contributing at the practical use of domain ontologies for hypertext classification by introducing an algorithm generating potential keywords. The algorithm uses structural markup information and lemmatized word lists as well as a domain ontology on linguistics. We present the calculation and ranking of keyword candidates based on ontology relationships, word position, frequency information, and statistical significance as evidenced by log-likelihood tests. Finally, the results of our machine-driven classification are validated empirically against manually assigned keywords.}, language = {en} }