Skip to main content

Research Repository

Advanced Search

Outputs (3)

Towards idea mining: Problem-solution phrase extraction from text (2022)
Conference Proceeding
Liu, H., Brailsford, T., Goulding, J., Maul, T., Tan, T., & Chaudhuri, D. (2023). Towards idea mining: Problem-solution phrase extraction from text. In W. Chen, L. Yao, T. Cai, S. Pan, T. Shen, & X. Li (Eds.), Advanced Data Mining and Applications 18th International Conference, ADMA 2022, Brisbane, QLD, Australia, November 28–30, 2022, Proceedings, Part II (3-14). https://doi.org/10.1007/978-3-031-22137-8_1

This paper investigates the feasibility of problem-solution phrases extraction from scientific publications using neural network approaches. Bidirectional Long Short-Term Memory with Conditional Random Fields (Bi-LSTM-CRFs) and Bidirectional Encoder... Read More about Towards idea mining: Problem-solution phrase extraction from text.

Towards idea mining: Problem-solution phrases extraction from text (2022)
Conference Proceeding
Liu, H., Brailsford, T., Goulding, J., Maul, T., Tan, T., & Chaudhuri, D. (2022). Towards idea mining: Problem-solution phrases extraction from text. In W. Chen, L. Yao, T. Cai, S. Pan, T. Shen, & X. Li (Eds.), ADMA 2022: Advanced Data Mining and Applications (3–14). https://doi.org/10.1007/978-3-031-22137-8_1

This paper investigates the feasibility of problem-solution phrases extraction from scientific publications using neural network approaches. Bidirectional Long Short-Term Memory with Conditional Random Fields (Bi-LSTM-CRFs) and Bidirectional Encoder... Read More about Towards idea mining: Problem-solution phrases extraction from text.

Generating unambiguous URL clusters from web search (2009)
Conference Proceeding
Smith, G., Brailsford, T., Donner, C., Hooijmaijers, D., Truran, M., Goulding, J., & Ashman, H. (2009). Generating unambiguous URL clusters from web search. . https://doi.org/10.1145/1507509.1507514

This paper reports on the generation of unambiguous clusters of from clickthrough data from the MSN search query log (the RFP 2006 dataset). Selections (clickthroughs) by a user from a single query can be assumed to have some semantic relevance, and... Read More about Generating unambiguous URL clusters from web search.