A probability distribution detection based hybrid ensemble QoS prediction approach

J Li, J Lin - Information Sciences, 2020 - Elsevier
Recently, with the rapid increase in the number of web services, how to discover services to
meet personalized requirements of users in large-scale scenarios has become a popular …

Designing an AI purchasing requisition bundling generator

JM Spreitzenbarth, C Bode, H Stuckenschmidt - Computers in Industry, 2024 - Elsevier
Following the design science methodology, a recommender system has been created with
the research objective of finding a novel approach to the bundling problem in order to …

Evaluation of predictive-maintenance-as-a-service business models in the internet of things

M Zoll, D Jäck, MW Vogt - 2018 IEEE International Conference …, 2018 - ieeexplore.ieee.org
In the current era of information, the number of sensing devices, actuators as well as
communication and control capabilities is increasing significantly, which results in the rise of …

Towards an efficient method of modeling “Next Best Action” for Digital Buyer's journey in B2B

A Bhandari, K Rama, N Seth, N Niranjan… - Machine Learning and …, 2017 - Springer
The rise of Digital B2B Marketing has presented us with new opportunities and challenges
as compared to traditional e-commerce. B2B setup is different from B2C setup in many ways …

Designing an AI-enabled bundling generator in an automotive case study

JM Spreitzenbarth, H Stuckenschmidt… - … Conference on System …, 2022 - papers.ssrn.com
Procurement and marketing are the main boundary-spanning functions of an organization.
Some studies highlight that procurement is less likely to benefit from artificial intelligence …

Stable matrix approximation for top-n recommendation on implicit feedback data

D Li, C Miao, S Chu, J Mallen, T Yoshioka… - 2018 - scholarspace.manoa.hawaii.edu
Matrix approximation (MA) methods are popular in recommendation tasks on explicit
feedback data. However, in many real-world applications, only positive feedbacks are …

Value of artificial intelligence in purchasing and supply management

JM Spreitzenbarth - 2024 - search.proquest.com
Artificial intelligence is a key technology for purchasing and supply management and its
usage is still in a nascent stage. For instance, the Volkswagen" Procurement Strategy 2030" …