[HTML][HTML] The impact of forum content on data science open innovation performance: A system dynamics-based causal machine learning approach
L Li, H Yu, M Kunc - Technological Forecasting and Social Change, 2024 - Elsevier
Open innovation in data science generally takes the form of public competitions where
teams exchange messages and solutions by competing and collaborating simultaneously …
teams exchange messages and solutions by competing and collaborating simultaneously …
News and load: A quantitative exploration of natural language processing applications for forecasting day-ahead electricity system demand
The relationship between electricity demand and weather is well established in power
systems, along with the importance of behavioral and social aspects such as holidays and …
systems, along with the importance of behavioral and social aspects such as holidays and …
Collaboration of IoT devices in smart home scenarios: algorithm research based on graph neural networks and federated learning
Y Zhong - Discover Internet of Things, 2025 - Springer
Traditional IoT device collaboration is usually static and cannot adjust the collaboration
mode between devices according to various changes, which limits work efficiency. To this …
mode between devices according to various changes, which limits work efficiency. To this …
A quantitative exploration of natural language processing applications for electricity demand analysis
The relationship between electricity demand and weather has been established for a long
time and is one of the cornerstones in load prediction for operation and planning, along with …
time and is one of the cornerstones in load prediction for operation and planning, along with …
Understanding the Motivation of Participants in Innovation Open Data Contests: A Task Presentation Affordance Perspective
Y Zhang, Z Liu, Y Zhao, D Wu - Proceedings of the Association …, 2023 - Wiley Online Library
ABSTRACT Innovation Open Data Contest (IODC) is an effective way to take advantage of
public efforts to realize the great potential value of open data in the field of digital …
public efforts to realize the great potential value of open data in the field of digital …
[PDF][PDF] Responses to the discussions and commentaries of the M5 Special Issue
All of the discussions and commentaries featured in this special issue were extremely useful,
contributing to the better understanding of the results of the M5 competition, highlighting its …
contributing to the better understanding of the results of the M5 competition, highlighting its …
Learning while Earning? A Literature Review and Case Study on Learning Opportunities in Crowdwork
C Stein, A Sossdorf, OK Kirikci, J Fegert - 2024 - aisel.aisnet.org
Crowdsourcing has emerged as a pivotal force driving innovation and problem-solving in
today's digital landscape. Yet, to sustain this momentum and meet the dynamic demands of …
today's digital landscape. Yet, to sustain this momentum and meet the dynamic demands of …
[PDF][PDF] SUGAR DEMAND FORECASTING IN PT XYZ WITH WINQSB SOFTWARE
AWA Wibowo, F Maimunah - BAREKENG: Jurnal Ilmu Matematika …, 2023 - ojs3.unpatti.ac.id
PT XYZ is a manufacturing company engaged in the production of sugar and its by-products.
Currently, the determination of the amount of production at PT XYZ has not been adjusted to …
Currently, the determination of the amount of production at PT XYZ has not been adjusted to …
Social Network and Self-representation in Megathread: Group Formation in a Data Science Crowdsourcing Community
S Wei, R Bi - … of the 17th International Conference on …, 2024 - educationaldatamining.org
Crowdsourcing platforms are evolving into hubs for professional development and informal
learning. As crowdsourcing increasingly encourages people to work together, knowledge …
learning. As crowdsourcing increasingly encourages people to work together, knowledge …
[PDF][PDF] To Learn, to Explore, to Win': Understanding Data Use in an Online Data Science Community
It is widely thought that having greater access to data leads to many benefits, from
advancing science and promoting transparency and accountability in government to …
advancing science and promoting transparency and accountability in government to …