203 citations · 1.3k across the 33 of their papers we have counts for
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Embedding Knowledge Graph of Patent Metadata to Measure Knowledge Proximity
Guangtong Li, L Siddharth, Jianxi Luo
Knowledge proximity refers to the strength of association between any two entities in a structural form that embodies certain aspects of a knowledge base. In this work, we operatio…
Enhancing Patent Retrieval using Text and Knowledge Graph Embeddings: A Technical Note
L Siddharth, Guangtong Li, Jianxi Luo
Patent retrieval influences several applications within engineering design research, education, and practice as well as applications that concern innovation, intellectual property,…
Design Representation as Semantic Networks
Serhad Sarica, Ji Han, Jianxi Luo
Design representation is a common task in the design process to facilitate learning, analysis, redesign, communication, and other design activities. Traditional representation tech…
Engineering Knowledge Graph from Patent Database
L Siddharth, Lucienne T. M. Blessing, Kristin L. Wood +1
We propose a large, scalable engineering knowledge graph, comprising sets of (entity, relationship, entity) triples that are real-world engineering facts found in the patent databa…
Design Knowledge Representation with Technology Semantic Network
Serhad Sarica, Jianxi Luo
Engineers often need to discover and learn designs from unfamiliar domains for inspiration or other particular uses. However, the complexity of the technical design descriptions an…
Stopwords in Technical Language Processing
Serhad Sarica, Jianxi Luo
There are increasingly applications of natural language processing techniques for information retrieval, indexing and topic modelling in the engineering contexts. A standard compon…
TechNet: Technology Semantic Network Based on Patent Data
Serhad Sarica, Jianxi Luo, Kristin L. Wood
The growing developments in general semantic networks, knowledge graphs and ontology databases have motivated us to build a large-scale comprehensive semantic network of technology…