activity
20212024
most citedNatural Language Processing in-and-for Design Research

4 citations · 8 across the 7 of their papers we have counts for

collaborators

7 papers

cs.HC2024

'SSL?! What on earth is that?': Towards Designing Age-Inclusive Secure Smartphone Browsing

Pavithren V. S. Pakianathan, L. Siddharth, Sujithra Raviselvam +5

Owing to the increase in 'certified' phishing websites, there is a steady increase in the number of phishing cases and general susceptibility to phishing. Trust mechanisms (e.g., H…

cs.CL2023

Linguistic and Structural Basis of Engineering Design Knowledge

L. Siddharth, Jianxi Luo

Natural language artefact descriptions are primary carriers of engineering design knowledge, whose retrieval, representation, and reuse are fundamental to supporting knowledge-inte…

cs.CL2023

Retrieval Augmented Generation using Engineering Design Knowledge

L. Siddharth, Jianxi Luo

Aiming to support Retrieval Augmented Generation (RAG) in the design process, we present a method to identify explicit, engineering design facts - {head entity :: relationship :: t…

cs.IR2022★ 1 cited

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…

cs.IR2022

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,…

cs.CL2021★ 4 cited

Natural Language Processing in-and-for Design Research

L Siddharth, Lucienne T. M. Blessing, Jianxi Luo

We review the scholarly contributions that utilise Natural Language Processing (NLP) techniques to support the design process. Using a heuristic approach, we gathered 223 articles…

cs.IR2021★ 3 cited

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…