As a result, using intelligent computerized algorithms to discover new and useful information from existing data has become a hot-pursuit in recent research of computer and information science.Song, YangPennsylvania State UniversitySong, Y. (2012). Machine learning for text mining: Classification, ...
The affordances of TM for education have early been detected, investigated and exploited in order to improve teaching and learning [8], gradually shaping Educational Text Mining (ETM) as a distinct research area. The abundance of educational data, produced in digital form by Virtual Learning Enviro...
Pediatric research is a diverse field that is constantly growing. Current machine learning advancements have prompted a technique termed text-mining. In text-mining, information is extracted from texts using algorithms. This technique can be applied to a
This study introduced a multi-criteria decision-making methodology leveraging text mining and analytic hierarchy process (AHP) for online course quality ev
educationtext-miningrresearch UpdatedMar 5, 2025 HTML Knowledge graph from unstructured text text-miningtextpagerankmlspacyknowledge-graphnltksearch-algorithmnlp-machine-learning UpdatedMar 5, 2025 Python A tool designed for the exploration, analysis, and comparison of textual data variants. ...
Text mining, an extension of data mining (Feldman & Dagan, 1995), is regarded as an advanced approach to information extraction and analysis from a set of unstructured data or texts. From: Educational Research Review, 2019 About this pageSet alert ...
3. Text mining for sociological research 4. Promising future developments 5. Challenges of text mining for sociological research 6. Conclusions FUNDING Declaration of competing interest Acknowledgements Appendix: Text Mining for Social Science – The State and the Future of Computational Text Analysis in...
machine-learningtext-miningwebcrawling UpdatedDec 24, 2024 Python Python implementation of the Rapid Automatic Keyword Extraction algorithm using NLTK. pythontext-miningalgorithmnltkkeyword-extraction UpdatedDec 9, 2022 Python Open Source research tool to search, browse, analyze and explore large document ...
The rapidly expanding biomaterials data are challenging to organize. Text mining systems are powerful tools that automatically extract and integrate information in large textual collections. As text mining leaps forward by leveraging deep-learning approa
Text mining or text analysis software solutions enable users to derive valuable insights from structured and unstructured text data. Insights can include patterns and themes, language, sentiment analysis, and key phrases. These tools use machine learning and natural language processing to automatically ex...