Cluster Key
BE Projects – Project Idea – Clustering of Research Papers Citation Data
Research Papers have a valuable source of information in terms of citation data. A citation is basically a reference of another paper/publication in the research paper. This information can typically give an indication of social networks within research circles based on how cross referencing of citations are taking place. This indication of social networks can also provide useful data for recommendations of future work. This project involves taking a specific subset of research papers, for example Papers on programming languages submitted in Indian colleges. The papers need to be collected and the citation data needs to be extracted from the set of papers. This could be done either manually or as an automated process. The citation data should then be used to build a social network of research associates. The analysis of the social network needs to be done based on some parameters (number of cross references, geographic location, research area are some).
Implementation Tips:
Language Recommendations: Java, .NET
Tool Recommendations: Eclipse, Visual Studio, Weka
Platform Recommendations: Windows Linux
Key Implementation Steps:
1. Define an area of focus for data extraction and mining. For example this could White papers in India on programming languages.
2. Extract the data/whitepapers from the web.
3. Identify specific patterns visible through a manual verification and extract data.
4. Build social networks of the data based on specified parameters.
Check more details at the url BE Projects, MCA Projects – Peepaal : Clustering of Research Papers
Also check our other articles on the same topic:
BE Projects – Building Social Applications
About the Author
Kaushik Raghupathi is a senior IT Professional and Project Manager working out of India. Over the years he has worked on numerous IT projects with large sized teams. He is personally very fascinated around Learning methodologies in general and specifically around Community Based Learning. He is currently experimenting the concepts by working with students in this area. For more Ideas and Discussions on Projects check BE Projects, MCA Projects – Peepaal
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