Statistical challenges in online controlled experiments: A review of a/b testing methodology

N Larsen, J Stallrich, S Sengupta, A Deng… - The American …, 2024 - Taylor & Francis
The rise of internet-based services and products in the late 1990s brought about an
unprecedented opportunity for online businesses to engage in large scale data-driven …

ONLINE METHODS FOR VALIDATING AND TESTING ENTREPRENEURIAL IDEAS: A NEW PRODUCT DEVELOPMENT PERSPECTIVE

Z Bezhovski, TJ Apasieva, R Temjanovski - Management Research and …, 2024 - ceeol.com
In the new digital and dynamic world, the validation and testing of business ideas could be
crucial for the entrepreneurial success. This paper explores the transformative role of online …

When Search Engine Services meet Large Language Models: Visions and Challenges

H Xiong, J Bian, Y Li, X Li, M Du… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Combining Large Language Models (LLMs) with search engine services marks a significant
shift in the field of services computing, opening up new possibilities to enhance how we …

LLMs in Web Development: Evaluating LLM-Generated PHP Code Unveiling Vulnerabilities and Limitations

R Tóth, T Bisztray, L Erdődi - … on Computer Safety, Reliability, and Security, 2024 - Springer
This study evaluates the security of web application code generated by Large Language
Models, analyzing 2,500 GPT-4 generated PHP websites. These were deployed in Docker …

Towards DevOps for Cyber-Physical Systems (CPSs): Resilient Self-Adaptive Software for Sustainable Human-Centric Smart CPS Facilitated by Digital Twins

J Dobaj, A Riel, G Macher, M Egretzberger - Machines, 2023 - mdpi.com
The Industrial Revolution drives the digitization of society and industry, entailing Cyber-
Physical Systems (CPSs) that form ecosystems where system owners and third parties share …

Re-conceptualizing information system usage as usage by (increasingly automated) work systems

S Alter - Communications of the Association for Information …, 2024 - aisel.aisnet.org
The increasing automation of work and increasing reliance on autonomous devices and
systems calls for re-conceptualizing information system usage. Thinking of IS usage as the …

User Interface Evaluation Through Implicit-Association Tests

A Cockburn, D Hills, Z Chen, C Gutwin - Proceedings of the ACM on …, 2024 - dl.acm.org
The implicit-association test (IAT) is a method for measuring subconscious associations
between concepts in memory. It is widely used in social psychology research for assessing …

[HTML][HTML] Cognitive Principles for Remote Condition Monitoring Applied to a Rail Pantograph System

J Richards, D Golightly, R Palacin - Applied Sciences, 2024 - mdpi.com
Remote condition monitoring (RCM) aims to ensure the availability of railway assets.
Previous work has indicated the importance of a user-centred RCM design approach based …

Optimal Treatment Allocation Strategies for A/B Testing in Partially Observable Time Series Experiments

K Sun, L Kong, H Zhu, C Shi - arXiv preprint arXiv:2408.05342, 2024 - arxiv.org
Time series experiments, in which experimental units receive a sequence of treatments over
time, are frequently employed in many technological companies to evaluate the …

Automating Pipelines of A/B Tests with Population Split Using Self-Adaptation and Machine Learning

F Quin, D Weyns - Proceedings of the 19th International Symposium on …, 2024 - dl.acm.org
A/B testing is a common approach used in industry to facilitate innovation through the
introduction of new features or the modification of existing software. Traditionally, A/B tests …