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791 to 800 of 1,941 Results
Mar 20, 2025
Barahmand Zahir, 2025, "Python code for rule-based NLP extraction of keywords from circular economy definitions", https://doi.org/10.23642/USN.28615238, DataverseNO, V1
DATASET MIGRATED FROM FIGSHARE: This repository provides Python code and a dataset for a rule-based NLP analysis of 500 peer-reviewed circular economy definitions. The Python script enables automated keyword extraction to identify 10R strategies (R0-R9) and beyond, offering structured insights into CE definitions. ChatGPT 4o is used for optimizatio...
Plain Text - 6.4 KB - MD5: 1a8f2e60d67b67e35c93fa2f0ede6cc8
ReadMe file.txt
Jupyter Notebook - 85.4 KB - MD5: 70481ef0c87641ea1c6214232f9ae6b8
Rule-based_NLP_circular_economy_definitions.ipynb
Python Source Code - 21.9 KB - MD5: 257ccac6531d00cfe6a681087d73c7bd
Rule-based_NLP_circular_economy_definitions.py
Plain Text - 22.0 KB - MD5: e85af99b97313b8c5f79557efaba0e16
Rule-based_NLP_circular_economy_definitions.txt
Comma Separated Values - 247.8 KB - MD5: 3359a5b49b0ef2265ec8e42164905907
Sample_input_definition_list_500.csv
Comma Separated Values - 305.8 KB - MD5: cf278a2af285a29ed133030016fcbdea
Sample_output_r0_r9_detected_definitions.csv
Adobe PDF - 56.4 KB - MD5: 956e5c14acb8d245ba348cbf6483eae3
User_manual_rule-based_NLP.pdf
Mar 20, 2025
Barahmand Zahir, 2025, "List and lexical-semantic analysis of 600 predefined keywords for rule-based NLP to extract themes within and beyond R-strategies in circular economy definitions", https://doi.org/10.23642/USN.28615532, DataverseNO, V1
DATASET MIGRATED FROM FIGSHARE: Thematic identification was applied in this study through a combination of deductive and abductive reasoning to ensure both structured categorization and flexibility in capturing emerging concepts. The process began with a deductive approach, selecting initial keywords for each circular economy strategy based on the...
MS Excel Spreadsheet - 64.7 KB - MD5: 76f3774a90a7e0f7a96846016c1675f4
List and lexical-semantic analysis of 600 prededefined keywords.xlsx
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