Fair enough: Searching for sufficient measures of fairness

S Majumder, J Chakraborty, GR Bai, KT Stolee… - ACM Transactions on …, 2023 - dl.acm.org
Testing machine learning software for ethical bias has become a pressing current concern.
In response, recent research has proposed a plethora of new fairness metrics, for example …

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 …

DISKNET–A platform for the systematic accumulation of knowledge in IS research

D Dann, A Maedche, T Teubner, B Mueller, C Meske… - 2019 - aisel.aisnet.org
The accumulation of knowledge is key for any discipline, IS being no exception. With the
number of publications, theoretical constructs, and empirical findings growing, surging …

Einsatz von Text Analytics zur Unterstützung literaturintensiver Forschungsprozesse: Konzeption, Realisierung und Lessons Learned

F Bensberg, G Auth, C Czarnecki - Anwendungen und Konzepte der …, 2018 - akwi.hswlu.ch
Abstract Das anhaltende Wachstum wissenschaftlicher Veröffentlichungen wirft die
Fragestellung auf, wie Literaturana-lysen im Rahmen von Forschungsprozessen digitalisiert …

Adoption of AI-based Information Systems from an Organizational and User Perspective

C Tauchert - 2022 - tuprints.ulb.tu-darmstadt.de
Artificial intelligence (AI) is fundamentally changing our society and economy. Companies
are investing a great deal of money and time into building corresponding competences and …

[PDF][PDF] Transforming literature-intensive research processes through text analytics-design, implementation and lessons learned

F Bensberg, G Auth, C Czarnecki, C Wörndle - 2019 - imisc.figshare.com
The continuing growth of scientific publications raises the question how research processes
can be digitalized and thus realized more productively. Especially in information technology …

A Semi-automatic Screening Mechanism for Literature Review

M Araki - 2023 - papers.ssrn.com
Literature review is a rigorous and lengthy process that requires a considerable amount of
time and effort from the reviewers. With the availability of services such as text mining as well …

[图书][B] Deciphering Ml Software Fairness

J Chakraborty - 2022 - search.proquest.com
Algorithmic discrimination in the AI software systems has become a matter of serious
concern in the machine learning and software engineering community. Prior works have …

Scientific search engines: from the categorization to the information retrieval

B Latard - 2019 - theses.hal.science
The abundance of data from the Internet is such that web users struggle to find data relevant
to their initial problematic and find themselves drown in the data deluge. This observation is …

[PDF][PDF] DISKNET AP affe S eac Acc af K ed e IS Re ea c

D Dann, A Maedche, T Teubner, B Mueller, C Meske… - 2020 - researchgate.net
The accumulation of knowledge is key for any discipline, IS being no exception. With the
number of publications, theoretical constructs, and empirical findings growing, surging …