Technology Scouting

Weck, Olivier L. de

doi:10.1007/978-3-030-88346-1_14

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2023

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“…Current Situation. So far, domain experts (e.g., technology scouts in technology and innovation management) still rely heavily on domain expert knowledge (de Weck, 2022). Several tools for modeling a domain of interest exist, including Protegé (Musen, 2015) and D-Terminer (Rigouts Terryn et al, 2022).…”

Section: Introductionmentioning

confidence: 99%

VOCAB-EXPANDER: A System for Creating Domain-Specific Vocabularies Based on Word Embeddings

Färber,

Popovic

2023

Proceedings of the Conference Recent Advances in Natural Language Processing - Large Language Models for Natural Language Proce

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In this paper, we propose VOCAB-EXPANDER at https://vocab-expander.com, an online tool that enables end-users (e.g., technology scouts) to create and expand a vocabulary of their domain of interest. It utilizes an ensemble of state-of-the-art word embedding techniques based on web text and ConceptNet, a common-sense knowledge base, to suggest related terms for already given terms. The system has an easy-to-use interface that allows users to quickly confirm or reject term suggestions. VOCAB-EXPANDER offers a variety of potential use cases, such as improving concept-based information retrieval in technology and innovation management, enhancing communication and collaboration within organizations or interdisciplinary projects, and creating vocabularies for specific courses in education.

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Section: Introductionmentioning

confidence: 99%