4 research outputs found
Towards Technology Structure Mining from Scientific Literature
Conference paperThis paper introduces the task of Technology-Structure Mining to support
Management of Technology. We propose a linguistic based approach for
identification of Technology Interdependence through extraction of
technology concepts and relations between them. In addition, we
introduce Technology Structure Graph for the task formalization. While
the major challenge in technology structure mining is the lack of a
benchmark dataset for evaluation and development purposes, we describes
steps that we have taken towards providing such a benchmark. The
proposed approach is initially evaluated and applied in the domain of
Human Language Technology and primarily results are demonstrated. We
further explain plans and research challenges for evaluation of the
proposed task.peer-reviewe
Towards Technology Structure Mining from Scientific Literature
Conference paperThis paper introduces the task of Technology-Structure Mining to support
Management of Technology. We propose a linguistic based approach for
identification of Technology Interdependence through extraction of
technology concepts and relations between them. In addition, we
introduce Technology Structure Graph for the task formalization. While
the major challenge in technology structure mining is the lack of a
benchmark dataset for evaluation and development purposes, we describes
steps that we have taken towards providing such a benchmark. The
proposed approach is initially evaluated and applied in the domain of
Human Language Technology and primarily results are demonstrated. We
further explain plans and research challenges for evaluation of the
proposed task