Sentiment analysis and topic modeling of BPJS Kesehatan based on twitter crawling data using Indonesian Sentiment Lexicon and Latent Dirichlet Allocation …

TD Dikiyanti, AM Rukmi, MI Irawan - Journal of Physics …, 2021 - iopscience.iop.org
In today's era, company performance is influenced by quick and easy responses to
interacting with users. Twitter is one of the social media which is believed that public opinion …

[PDF][PDF] MANTRA: A Topic Modeling-Based Tool to Support Automated Trend Analysis on Unstructured Social Media Data

J Wörner, D Konadl, S Leist, I Schmid - International Conference on …, 2023 - core.ac.uk
The early identification of new and auspicious ideas leads to competitive advantages for
companies. Thereby, topic modeling can serve as an effective analytical approach for the …

State of the art of machine learning: An overview of the past, current, and the future research trends in the era of quantum computing

MI Irawan, M Jamhuri - AIP Conference Proceedings, 2022 - pubs.aip.org
This paper describes data science history and behavioral trends on the largest platform for
learning and competition in analyzing and modeling data; Kaggle. We analyze the history of …

Comparative analysis with topic modeling and word embedding methods after the Aegean Sea earthquake on Twitter

N Eligüzel, C Çetinkaya, T Dereli - Evolving Systems, 2023 - Springer
Topic detection from Twitter is a significant task that provides insight into real-time
information. Recently, word embedding methods and topic modeling techniques have been …

Summarizing Online Customer Review using Topic Modeling and Sentiment Analysis

MR Maarif - JISKA (Jurnal Informatika Sunan Kalijaga), 2022 - ejournal.uin-suka.ac.id
With the massive implementation of social media in various forms in various business
domains, business or product owners have the opportunity to be able to take advantage of …

COMPARISON OF TOPIC MODELLING TECHNIQUES IN MARKETING-RESULTS FROM AN ANALYSIS OF DISTINCTIVE USE CASES

J Wörner, D Konadl, I Schmid, S Leist - 2021 - epub.uni-regensburg.de
Currently, topic modelling is an effective analytical tool for the automated investigation of text
data. However, identifying the underlying topics is still a challenging task that is dependent …

MANTRA: A Topic Modeling-Based Tool to Support Automated Trend Analysis on Unstructured Social Media Data

J Wörner, D Konadl, IM Schmid, S Leist - 2023 - aisel.aisnet.org
The early identification of new and auspicious ideas leads to competitive advantages for
companies. Thereby, topic modeling can serve as an effective analytical approach for the …