Artificial intelligence and the conduct of literature reviews

G Wagner, R Lukyanenko… - Journal of Information …, 2022 - journals.sagepub.com
Artificial intelligence (AI) is beginning to transform traditional research practices in many
areas. In this context, literature reviews stand out because they operate on large and rapidly …

BIBGT: combining bibliometrics and grounded theory to conduct a literature review

I Walsh, F Rowe - European Journal of Information Systems, 2023 - Taylor & Francis
In the current context of scientific information overload, we propose a method combining
bibliometrics and grounded theory to conduct literature reviews that have a descriptive …

Multi-task learning model for citation intent classification in scientific publications

R Qi, J Wei, Z Shao, Z Li, H Chen, Y Sun, S Li - Scientometrics, 2023 - Springer
Citations play a significant role in the evaluation of scientific literature and researchers.
Citation intent analysis is essential for academic literature understanding. Meanwhile, it is …

Scientometric study of drinking water treatments technologies: Present and future challenges

LG Valdiviezo Gonzales, FF García Ávila… - Cogent …, 2021 - Taylor & Francis
The knowledge of the tendencies of the drinking water treatments was changing through the
previous decades and it is necessary to improve it for the benefit of the human beings. In this …

Which factors affect the scientific impact of review papers in IS research? A scientometric study

G Wagner, J Prester, MP Roche, G Schryen… - Information & …, 2021 - Elsevier
Review papers are essential for knowledge development in Information Systems. While
some are cited twice a day, others accumulate single digit citations over a decade. The …

ARTIREV: an integrated bibliometric tool to efficiently conduct quality literature reviews

I Walsh, A Renaud, MJ Medina, C Baudet… - … d'information & …, 2022 - shs.cairn.info
We understand a bibliometric expert as a person having, or displaying special skill or
knowledge derived from training or experience in bibliometrics. Conversely, we understand …

The Role of Machine Learning in Creating and Capturing Value

R Costa-Climent - International Journal of Software Science and …, 2022 - igi-global.com
The use of machine learning technologies by the world's most profitable companies to
personalise their offerings is commonplace. However, not all companies using machine …

Review of Automatic Citation Classification Based on Deep Learning Technology

LI JunFei, XU LiMing, W Yang, WEI **n - Frontiers of Data and …, 2023 - jfdc.cnic.cn
[Objective] The citation classification of scientific and technological literature is the basic
work of academic influence evaluation and literature retrieval and recommendation. With the …

[HTML][HTML] Стратегии семплирования текста для прогнозирования недостающих библиографических ссылок

ФВ Краснов, ИС Смазневич… - Труды Института …, 2022 - cyberleninka.ru
В статье исследуются различные стратегии семплирования текстовых данных при
выполнении автоматической классификации предложений с целью обнаружения …

Метод контрастного семплирования для предсказания библиографических ссылок

ФВ Краснов, ИС Смазневич… - Компьютерные …, 2021 - mathnet.ru
В работе рассматривается задача поиска в научной статье фрагментов с
недостающими библиографическими ссылками с помощью автоматической бинарной …