Suicide ideation detection: a comparative study of sequential and transformer hybrid algorithms

A Verma, M Harper, S Assi, A Al-Hamid… - … Conference on Data …, 2022 - Springer
Suicide is turning out to be one of the most dangerous health hazards in today's fast paced
world and is one of the leading causes of deaths among general population. Unfortunately, it …

[HTML][HTML] Big data-driven investigation into the maturity of library research data services (RDS)

M Nahotko, M Zych, A Januszko-Szakiel… - The Journal of Academic …, 2023 - Elsevier
Research data management (RDM) poses a significant challenge for academic
organizations. The creation of library research data services (RDS) requires assessment of …

A qualitative and quantitative comparison between Web scraping and API methods for Twitter credibility analysis

I Dongo, Y Cardinale, A Aguilera, F Martinez… - International Journal of …, 2021 - emerald.com
Purpose This paper aims to perform an exhaustive revision of relevant and recent related
studies, which reveals that both extraction methods are currently used to analyze credibility …

Evaluating web scraping performance using XPath, CSS selector, regular expression, and HTML DOM with multiprocessing technical applications

I Darmawan, M Maulana, R Gunawan… - … : International Journal on …, 2022 - joiv.org
Data collection has become a necessity today, especially since many sources of data on the
internet can be used for various needs. The main activity in data collection is collecting …

T-creo: a twitter credibility analysis framework

Y Cardinale, I Dongo, G Robayo, D Cabeza… - IEEE …, 2021 - ieeexplore.ieee.org
Social media and other platforms on Internet are commonly used to communicate and
generate information. In many cases, this information is not validated, which makes it difficult …

CrediBot: Applying Bot Detection for Credibility Analysis on Twitter

A Aguilera, P Quinteros, I Dongo, Y Cardinale - IEEE Access, 2023 - ieeexplore.ieee.org
Nowadays, people and organizations use social networks for allowing and facilitating the
transfer of information among groups that share similar interests. Due to the wide repertoire …

Cheap, Rigorous, and Transparent: How Web-scraping with Python can Improve Collecting Grey Literature for Systematic Literature Reviews.

C Atkinson - Grey Journal (TGJ), 2023 - search.ebscohost.com
Gathering non-conventional literature, such as grey literature, from web-based sources for
use in a systematic literature review is at times an arduous task. Often, the processes used to …

Credibility analysis on Twitter considering topic detection

M Hernandez-Mendoza, A Aguilera, I Dongo… - Applied Sciences, 2022 - mdpi.com
Twitter is one of the most popular sources of information available on the internet. Thus,
many studies have proposed tools and models to analyze the credibility of the information …

Bias in candidate sourcing communication: Investigating stereotypical gender-and age-related frames in online job advertisements at the sectoral level

MFA Noon, AC Kroon, MJ van der Goot… - Public Relations …, 2024 - Elsevier
Job advertisements hold a wealth of knowledge for the public relations field about complex
internal and external organizational dynamics. They reflect enduring social and sectoral …

Experimentation of various preprocessing pipelines for sentiment analysis on twitter data about new indonesia's capital city using svm and cnn

S Pebiana, NN Hidayati, DIN Afra… - … 25th Conference of …, 2022 - ieeexplore.ieee.org
Selecting the sequence of pre-processing stages to obtain the best data for subsequent
processes is still challenging. We have conducted a series of experiments with various …