Towards the automation of systematic reviews using natural language processing, machine learning, and deep learning: a comprehensive review

R Ofori-Boateng, M Aceves-Martins… - Artificial intelligence …, 2024 - Springer
Systematic reviews (SRs) constitute a critical foundation for evidence-based decision-
making and policy formulation across various disciplines, particularly in healthcare and …

[HTML][HTML] Prediction of environmental controversies and development of a corporate environmental performance rating methodology

J Svanberg, T Ardeshiri, I Samsten, P Öhman… - Journal of Cleaner …, 2022 - Elsevier
Institutional investors seek to make environmentally sustainable investments using
environment, social, governance (ESG) ratings. Current ESG ratings have limited validity …

[图书][B] Die Ethik der Solution und der Geist des digitalen Kapitalismus

O Nachtwey, T Seidl - 2017 - researchgate.net
Der Beitrag argumentiert, dass sich im Zuge der Herausbildung eines» digitalen
Kapitalismus «auch die Herausbildung eines neuen, digitalkapitalistischen Geistes …

Must social performance ratings be idiosyncratic? An exploration of social performance ratings with predictive validity

J Svanberg, T Ardeshiri, I Samsten, P Öhman… - … and Policy Journal, 2023 - emerald.com
Purpose The purpose of this study is to develop a method to assess social performance.
Traditionally, environment, social and governance (ESG) rating providers use subjectively …

Corporate governance performance ratings with machine learning

J Svanberg, T Ardeshiri, I Samsten… - Intelligent Systems in …, 2022 - Wiley Online Library
We use machine learning with a cross‐sectional research design to predict governance
controversies and to develop a measure of the governance component of the environmental …

Enhancing academic literature review through relevance recommendation: using bibliometric and text-based features for classification

TRPM Rúbio, CASJ Gulo - 2016 11th Iberian Conference on …, 2016 - ieeexplore.ieee.org
The growing number of scientific publications and the availability of information in online
repositories enable researchers to discover, analyze and maintain an updated state of the …

[图书][B] Plus Ultra oder die Erfindung der Moderne

G Jochum - 2017 - degruyter.com
Am Beginn dieser Arbeit stand die Frage, weshalb die Weltgesellschaft, trotz zunehmender
Einsicht in die Gefährdung der natürlichen Grundlagen, den Übergang zu einer …

Towards an integrative approach for automated literature reviews using machine learning

C Tauchert, M Bender, N Mesbah, P Buxmann - 2020 - aisel.aisnet.org
Due to a huge amount of scientific publications which are mostly stored as unstructured
data, complexity and workload of the fundamental process of literature reviews increase …

[PDF][PDF] Reconstructing the giant: Automating the categorization of scientific articles with deep learning techniques

D Dann, M Hauser, J Hanke - Proceedings der, 2017 - researchgate.net
The present paper is concerned with the automation of the process of conducting literature
reviews. Manual reviews are getting more and more difficult as the number of publications …

Performance Comparison of Machine Learning Algorithms in Classifying Information Technologies Incident Tickets

DF Oliveira, AS Nogueira, MA Brito - AI, 2022 - mdpi.com
Technological problems related to everyday work elements are real, and IT professionals
can solve them. However, when they encounter a problem, they must go to a platform where …