An experimental comparison of unsupervised keyphrase extraction techniques for extracting significant information from scientific research articles
The automatic extraction of key information from an article that expresses all of the document’s main elements is referred to as keyphrase extraction. The number of scientific research articles each year is growing. Finding a research article on relevant topics or summarizing a particular research a...
| Main Authors: | Sarwar, Talha, Mohd Noor, Noorhuzaimi Karimah |
|---|---|
| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
IEEE
2021
|
| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/32693/ http://umpir.ump.edu.my/id/eprint/32693/1/An%20experimental%20comparison%20of%20unsupervised%20keyphrase%20extraction%20techniques%20.pdf |
Similar Items
KDA: An unsupervised approach for analyzing keyphrases distance from news articles as a feature of keyphrase extraction
by: Alam Miah, Mohammad Badrul, et al.
Published: (2022)
by: Alam Miah, Mohammad Badrul, et al.
Published: (2022)
Keyphrase distance analysis technique from news articles as a feature for keyphrase extraction: An unsupervised approach
by: Miah, Mohammad Badrul Alam, et al.
Published: (2023)
by: Miah, Mohammad Badrul Alam, et al.
Published: (2023)
Keyphrases Concentrated Area Identification from Academic Articles as Feature of Keyphrase Extraction: A New Unsupervised Approach
by: Miah, Mohammad Badrul Alam, et al.
Published: (2022)
by: Miah, Mohammad Badrul Alam, et al.
Published: (2022)
Region-Based Distance Analysis of Keyphrases: A New Unsupervised Method for Extracting Keyphrases Feature from Articles
by: Miah, Mohammad Badrul Alam, et al.
Published: (2021)
by: Miah, Mohammad Badrul Alam, et al.
Published: (2021)
Recommending research articles: A multi-level chronological learning-based approach using unsupervised keyphrase extraction and lexical similarity calculation
by: Sarwar, T. B., et al.
Published: (2021)
by: Sarwar, T. B., et al.
Published: (2021)
Evaluating keyphrase extraction algorithms for finding similar news articles using lexical similarity calculation and semantic relatedness measurement by word embedding
by: Sarwar, Talha, et al.
Published: (2022)
by: Sarwar, Talha, et al.
Published: (2022)
Keyphrases Frequency Analysis from Research Articles: A Region-Based Unsupervised Novel Approach
by: Miah, Mohammad Badrul Alam, et al.
Published: (2022)
by: Miah, Mohammad Badrul Alam, et al.
Published: (2022)
A New Unsupervised Technique to Analyze the Centroid and Frequency of Keyphrases from Academic Articles
by: Miah, Mohammad Badrul Alam, et al.
Published: (2022)
by: Miah, Mohammad Badrul Alam, et al.
Published: (2022)
TeKET: a tree-based unsupervised keyphrase extraction technique
by: Rabby, Gollam, et al.
Published: (2020)
by: Rabby, Gollam, et al.
Published: (2020)
An extended tree-based keyphrase extraction technique (etket) for academic articles based on syntactic features
by: Mohammad Badrul Alam, Miah
Published: (2024)
by: Mohammad Badrul Alam, Miah
Published: (2024)
A flexible keyphrase extraction technique for academic literature
by: Gollam, Rabby, et al.
Published: (2018)
by: Gollam, Rabby, et al.
Published: (2018)
A tree based keyphrase extraction technique for academic literature
by: Rabby, Gollam
Published: (2019)
by: Rabby, Gollam
Published: (2019)
Sentence boundary extraction from scientific literature of electric double layer capacitor domain: Tools and techniques
by: Miah, M. Saef Ullah, et al.
Published: (2022)
by: Miah, M. Saef Ullah, et al.
Published: (2022)
Using text mining techniques for extracting information from research articles
by: Salloum, Said A., et al.
Published: (2017)
by: Salloum, Said A., et al.
Published: (2017)
Unsupervised Abnormalities Extraction and Brain Segmentation
by: Tong Hau, Lee, et al.
Published: (2008)
by: Tong Hau, Lee, et al.
Published: (2008)
Article-level metrics and the evolution of scientific impact
by: Neylon, Cameron, et al.
Published: (2009)
by: Neylon, Cameron, et al.
Published: (2009)
The concept of scientific articles and implications for the visibility of academicians
by: Anuar, Faizul Nizar, et al.
Published: (2024)
by: Anuar, Faizul Nizar, et al.
Published: (2024)
A cross-disciplinary exploration of metadiscourse in experimental research articles
by: Khedri, Mohsen
Published: (2014)
by: Khedri, Mohsen
Published: (2014)
Segmentation Of Region Of Interest And Extraction Of Significant Features For Hep-2 Images
by: Khaw, Wil Bond
Published: (2017)
by: Khaw, Wil Bond
Published: (2017)
Comparison of supervised and unsupervised learning classifiers for human posture recognition
by: Htike, Kyaw Kyaw, et al.
Published: (2010)
by: Htike, Kyaw Kyaw, et al.
Published: (2010)
A densely interconnected convolutional neural network-based approach to identify COVID-19 from Chest X-ray Images
by: Alfaz, Nazia, et al.
Published: (2022)
by: Alfaz, Nazia, et al.
Published: (2022)
An investigation of neural information retrieval based temporal embeddings and knowledge extraction for scientific insight generation
by: Salama, Ayman
Published: (2025)
by: Salama, Ayman
Published: (2025)
The assimilation of multi-type information for seasonal precipitation forecasting using modular neural network
by: Junaida, Sulaiman, et al.
Published: (2017)
by: Junaida, Sulaiman, et al.
Published: (2017)
Study of keyword extraction techniques for electric double-layer capacitor domain using text similarity indexes: An experimental analysis
by: Miah, M. Saef Ullah, et al.
Published: (2021)
by: Miah, M. Saef Ullah, et al.
Published: (2021)
Unsupervised Fertigation and Machine Learning for Crop Vegetation Parameter Analysis
by: Mohd Izzat, Mohd Rahman, et al.
Published: (2023)
by: Mohd Izzat, Mohd Rahman, et al.
Published: (2023)
Integration Of Unsupervised Clustering Algorithm And Supervised Classifier For Pattern Recognition
by: Leong, Shi Xiang
Published: (2017)
by: Leong, Shi Xiang
Published: (2017)
Comparison of rhetorical moves in research articles and abstracts in soft and hard disciplines
by: Khansari, Delaram
Published: (2016)
by: Khansari, Delaram
Published: (2016)
Accessing scientific information
by: Escobedo, Ángel, et al.
Published: (2017)
by: Escobedo, Ángel, et al.
Published: (2017)
Determination of significant factors for sugarcane fiber extraction as potential dielectric composite material
by: Norazwina, Zainol, et al.
Published: (2024)
by: Norazwina, Zainol, et al.
Published: (2024)
Exploring Accounting Research Topic Evolution: An Unsupervised Machine Learning Approach
by: Cao, June, et al.
Published: (2023)
by: Cao, June, et al.
Published: (2023)
Medical Named Entity Recognition (MedNER): Deep learning model for recognizing medical entities (drug, disease) from scientific texts
by: Miah, Md Saef Ullah, et al.
Published: (2023)
by: Miah, Md Saef Ullah, et al.
Published: (2023)
Comparison Of Syntactic And Lexical
Complexities In Research Articles By
Iraqi And Non-Iraqi Writers
by: Al Sahlanee, Ali Yasir Fahad
Published: (2023)
by: Al Sahlanee, Ali Yasir Fahad
Published: (2023)
Clustering of Chemical Compounds using Unsupervised Neural Networks Algorithms: a comparison
by: Zeb Shah, Jehan, et al.
Published: (2006)
by: Zeb Shah, Jehan, et al.
Published: (2006)
Clustering of chemical compounds using unsupervised neural networks algorithms : a comparison
by: Zeb Shah, Jehan, et al.
Published: (2006)
by: Zeb Shah, Jehan, et al.
Published: (2006)
Tailoring research articles to journals
by: Ting, Su Hie
Published: (2014)
by: Ting, Su Hie
Published: (2014)
Comparison of filtering methods for extracting transient facial wrinkle features
by: Rosdiyana, Samad, et al.
Published: (2018)
by: Rosdiyana, Samad, et al.
Published: (2018)
Kinetics of reactive extraction using waste catalyst for biodiesel production
by: Sulaiman, Sarina, et al.
Published: (2016)
by: Sulaiman, Sarina, et al.
Published: (2016)
Review: a comparison of conditions for the extraction of vegetable and essential oils via microwave-assisted extraction
by: Hasni, Mohd Haffizi, et al.
Published: (2020)
by: Hasni, Mohd Haffizi, et al.
Published: (2020)
Five Parameter PV Model Extraction and Improvement Based on Experimental Data
by: Ali Mahmood, Humada, et al.
Published: (2016)
by: Ali Mahmood, Humada, et al.
Published: (2016)
Determination of significant factors and optimum condition for pineapple leaf fiber extraction as potential dielectric material
by: Norazwina, Zainol, et al.
Published: (2025)
by: Norazwina, Zainol, et al.
Published: (2025)
Similar Items
-
KDA: An unsupervised approach for analyzing keyphrases distance from news articles as a feature of keyphrase extraction
by: Alam Miah, Mohammad Badrul, et al.
Published: (2022) -
Keyphrase distance analysis technique from news articles as a feature for keyphrase extraction: An unsupervised approach
by: Miah, Mohammad Badrul Alam, et al.
Published: (2023) -
Keyphrases Concentrated Area Identification from Academic Articles as Feature of Keyphrase Extraction: A New Unsupervised Approach
by: Miah, Mohammad Badrul Alam, et al.
Published: (2022) -
Region-Based Distance Analysis of Keyphrases: A New Unsupervised Method for Extracting Keyphrases Feature from Articles
by: Miah, Mohammad Badrul Alam, et al.
Published: (2021) -
Recommending research articles: A multi-level chronological learning-based approach using unsupervised keyphrase extraction and lexical similarity calculation
by: Sarwar, T. B., et al.
Published: (2021)