Global Analysis of Quantum Technology Discourse
- Title
- Global Analysis of Quantum Technology Discourse
- Creator
- Thomas A.; Mahajan J.; Verma S.; Saxena A.; Saxena A.; Jain P.
- Description
- he study provides a thorough exploration of the global quantum technology landscape, offering valuable insights for researchers, policymakers, and industry stakeholders. It employs advanced analytical methods such as Latent Dirichlet Allocation (LDA) and Non-Negative Matrix Factorization (NMF) for topic modeling. The research focuses on understanding discussion intensity, geographical distribution, co-mentioning patterns among countries, prevalent topics, and keyword-based trends. Utilizing diverse datasets, the study employs heatmaps, network analysis, and thematic analysis to categorize textual data. Evaluation metrics like Topic Coherence and Network Centrality Measures contribute to a robust methodology.Key findings include dominant discussions on quantum computing and investment strategies, with focused attention on governmental roles in R&D and specific quantum computer research. Notably, there is a niche focus on quantum algorithmic risks in Australia. Document characteristics vary, with some blending multiple themes and others centered around a single topic. LDA topic modeling and network analysis identify key countries, showcasing global hotspots and potential collaborations in quantum technology discussions. 2024 IEEE.
- Source
- TQCEBT 2024 - 2nd IEEE International Conference on Trends in Quantum Computing and Emerging Business Technologies 2024
- Date
- 2024-01-01
- Publisher
- Institute of Electrical and Electronics Engineers Inc.
- Subject
- Governmental Roles in Research & Development; Hardware; Initiatives and investments; Quantum Computing; Quantum Technology Landscape
- Coverage
- Thomas A., Christ University, Bengaluru, India; Mahajan J., Christ University, Bengaluru, India; Verma S., Microsoft, India; Saxena A., CDAC, India; Saxena A., Christ University, Bengaluru, India; Jain P., Christ University, Bengaluru, India
- Rights
- Restricted Access
- Relation
- ISBN: 979-835038427-7
- Format
- Online
- Language
- English
- Type
- Conference paper
Collection
Citation
Thomas A.; Mahajan J.; Verma S.; Saxena A.; Saxena A.; Jain P., “Global Analysis of Quantum Technology Discourse,” CHRIST (Deemed To Be University) Institutional Repository, accessed February 23, 2025, https://archives.christuniversity.in/items/show/19199.