%0 Journal Article %1 thorleuchter_web_2013 %A Thorleuchter, D. %A Van den Poel, D. %D 2013 %J Expert Systems with Applications %K terminologieextraktion %N 10 %P 3961--3969 %R 10.1016/j.eswa.2013.01.013 %T Web mining based extraction of problem solution ideas %V 40 %X The internet is a valuable source of information where many ideas can be found dealing with different topics. A few numbers of ideas might be able to solve an existing problem. However, it is time-consuming to identify these ideas within the large amount of textual information in the internet. This paper introduces a new web mining approach that enables an automated identification of new technological ideas extracted from internet sources that are able to solve a given problem. It adapts and combines several existing approaches from literature: approaches that extract new technological ideas from a user given text, approaches that investigate the different idea characteristics in different technical domains, and multi-language web mining approaches. In contrast to previous work, the proposed approach enables the identification of problem solution ideas in the internet considering domain dependencies and language aspects. In a case study, new ideas are identified to solve existing technological problems as occurred in research and development (R&D) projects. This supports the process of research planning and technology development.

@article{thorleuchter_web_2013, abstract = {The internet is a valuable source of information where many ideas can be found dealing with different topics. A few numbers of ideas might be able to solve an existing problem. However, it is time-consuming to identify these ideas within the large amount of textual information in the internet. This paper introduces a new web mining approach that enables an automated identification of new technological ideas extracted from internet sources that are able to solve a given problem. It adapts and combines several existing approaches from literature: approaches that extract new technological ideas from a user given text, approaches that investigate the different idea characteristics in different technical domains, and multi-language web mining approaches. In contrast to previous work, the proposed approach enables the identification of problem solution ideas in the internet considering domain dependencies and language aspects. In a case study, new ideas are identified to solve existing technological problems as occurred in research and development (R\&D) projects. This supports the process of research planning and technology development.}, added-at = {2018-11-04T17:02:36.000+0100}, author = {Thorleuchter, D. and Van den Poel, D.}, biburl = {https://www.bibsonomy.org/bibtex/2f785a25ab5aaa951e2b5e479e85345dd/lepsky}, doi = {10.1016/j.eswa.2013.01.013}, interhash = {286febb673963e8bab8b410da3949c9b}, intrahash = {f785a25ab5aaa951e2b5e479e85345dd}, issn = {09574174}, journal = {Expert Systems with Applications}, keywords = {terminologieextraktion}, month = aug, number = 10, pages = {3961--3969}, timestamp = {2018-11-04T17:02:36.000+0100}, title = {Web mining based extraction of problem solution ideas}, volume = 40, year = 2013 }