Experimental dataset for generating solutions of scientific research problems
Abstract
This dataset is the experimental dataset used in the paper "Generating solutions for research problem with LLM towards idea mining". The raw data was selected from the following Chinese journals with structured abstracts in the field of library and information science: "Library And Information Service", "Journal of Intelligence", "Information studies: Theory & Application", "Information Science", " Information and Documentation Services", "Data Analysis and Knowledge Discovery" ("New Technology of Library and Information Service"). Paper data from 2014 to 2023 were collected from CNKI, and after removing non paper data such as Special Information and Call for Papers, a total of 19022 paper data were obtained, of which 10692 had structured abstracts.
Fields of Study & Subjects
Topic Modeling
Library Science and Information
Advanced Text Analysis Techniques
Publication details
- Journal / source
- ScienceDB
- Publication date
- 15 January 2026
- Language
- ZH
- Document type
- Dataset