A systematic review of the use of topic models for short text social media analysis

CDP Laureate, W Buntine, H Linger - Artificial Intelligence Review, 2023 - Springer
Recently, research on short text topic models has addressed the challenges of social media
datasets. These models are typically evaluated using automated measures. However, recent …

Topic modeling in marketing: recent advances and research opportunities

M Reisenbichler, T Reutterer - Journal of Business Economics, 2019 - Springer
Using a probabilistic approach for exploring latent patterns in high-dimensional co-
occurrence data, topic models offer researchers a flexible and open framework for soft …

User acceptance of smart wearable devices: An expectation-confirmation model approach

E Park - Telematics and Informatics, 2020 - Elsevier
Smart wearable devices have become one of the most popular interactive items in the
“smart” era that prioritizes “mobility.” There is significant scholarly interest in not only …

An evaluation of document clustering and topic modelling in two online social networks: Twitter and Reddit

SA Curiskis, B Drake, TR Osborn… - Information Processing & …, 2020 - Elsevier
Methods for document clustering and topic modelling in online social networks (OSNs) offer
a means of categorising, annotating and making sense of large volumes of user generated …

Will smartwatches last? Factors contributing to intention to keep using smart wearable technology

M Dehghani, KJ Kim, RM Dangelico - Telematics and Informatics, 2018 - Elsevier
This study aims to deepen our understanding of the underlying factors affecting the intention
to continue using increasingly popular wearable technology. A new theoretical model is …

Exploring the determinants of users' continuance intention in smartwatches

MC Bölen - Technology in Society, 2020 - Elsevier
The purpose of this study is to examine possible factors that influence continuance intention
to use a smartwatch. The proposed research model is based on the expectation confirmation …

Exploring the motivational factors on continuous usage intention of smartwatches among actual users

M Dehghani - Behaviour & Information Technology, 2018 - Taylor & Francis
Nowadays, smart wearable technology comes up to different sectors and is gaining
momentum to be implemented in everyday objects. Smartwatches are the most popular type …

A value of civic voices for smart city: A big data analysis of civic queries posed by Seoul citizens

B Kim, M Yoo, KC Park, KR Lee, JH Kim - Cities, 2021 - Elsevier
Since urban problems are increasingly becoming complex and multifaceted due to the rapid
urbanization, interest in the development of smart cities as an efficient solution to such …

Adapting CRISP-DM for idea mining: a data mining process for generating ideas using a textual dataset

WY Ayele - International Journal of Advanced Computer Sciences …, 2020 - diva-portal.org
Data mining project managers can benefit from using standard data mining process models.
The benefits of using standard process models for data mining, such as the de facto and the …

Topic modeling: Perspectives from a literature review

S Robledo, M Zuluaga - IEEE Access, 2022 - ieeexplore.ieee.org
Topic modeling is a Natural Language Processing technique that has gained popularity over
the last ten years, with applications in multiple fields of knowledge. However, there is …