An unsupervised annotation of Arabic texts using multi-label topic modeling and genetic algorithm

HA Almuzaini, AM Azmi - Expert Systems with Applications, 2022 - Elsevier
Every day the world produces an enormous amount of textual data. This unstructured text is
of little use unless it is labeled using a combination of categories, keywords, tags. Humans …

Intelligent analysis of Arabic tweets for detection of suspicious messages

MA AlGhamdi, MA Khan - Arabian Journal for Science and Engineering, 2020 - Springer
With the widespread use of messaging via social networks such as Twitter, Instagram, and
Facebook, it is becoming imperative for researchers to devise intelligent systems for data …

Estimating topic modeling performance with sharma–mittal entropy

S Koltcov, V Ignatenko, O Koltsova - Entropy, 2019 - mdpi.com
Topic modeling is a popular approach for clustering text documents. However, current tools
have a number of unsolved problems such as instability and a lack of criteria for selecting …

An Analysis of Research Trends in Law Librarians through Author Keywords and Abstract Analysis

S Lee, S Lee, S Baek - Journal of the Korean Society for Library …, 2024 - koreascience.kr
This study was conducted to confirm the research trend related to law librarians abroad. To
this end, we collected articles about law librarians from abroad and analyzed the author's …

The impact of weighting schemes and stemming process on topic modeling of arabic long and short texts

T Ma, R Al-Sabri, L Zhang, B Marah… - ACM Transactions on …, 2020 - dl.acm.org
In this article, first a comprehensive study of the impact of term weighting schemes on the
topic modeling performance (ie, LDA and DMM) on Arabic long and short texts is presented …

Feature Selection as a Hedonic Coalition Formation Game for Arabic Topic Detection

R Koulali, MA Koulali - Pattern Recognition Letters, 2023 - Elsevier
Arabic topic detection is a Natural Language Processing (NLP) task that aims to assign a
topic or a set of topics to a new document based on its content and selected features …

토픽모델링과의미연결망분석을통한이주배경청소년연구동향분석

장은아, 백예은, 정혜원 - 2023 - repository.nypi.re.kr
본 연구는 이주배경 청소년과 관련한 국내 연구의 동향을 종합적으로 살펴보고자 LDA (Latent
Dirichlet Allocation) 알고리즘 기반 토픽모델링과 의미연결망 분석 기법을 순차적으로 …

키워드네트워크분석및토픽모델링을활용한대학생정서관련연구동향분석

김은정, 김진숙 - 상담학연구, 2021 - dbpia.co.kr
본 연구는 키워드 네트워크 분석 및 토픽모델링을 활용하여 대학생 정서 연구의 동향을
파악하고 향후 연구 과제의 방향에 시사점을 제공하는 데 목적이 있다. 이와 같은 연구 목적을 …

토픽모델링과키워드네트워크분석을활용한국내성인대상교육훈련요구분석연구동향: 2012-2021 년학술지게재논문을중심으로

김은경, 조대연 - HRD 연구, 2022 - dbpia.co.kr
본 연구는 토픽 모델링과 키워드 네트워크 분석을 활용하여 국내 성인 대상 교육훈련 요구분석
연구의 동향을 파악함으로써 요구분석 연구의 발전적 방향을 모색하기 위한 토대를 마련하는 …

Analysis on trend of study related to computational thinking using topic modeling

SY Moon, KS Song - Journal of The Korean Association of …, 2019 - koreascience.kr
As software education was introduced through the 2015 revised curriculum, various
research activities have been carried out to improve the computational thinking of learners …