Predictive analytics in information systems research

G Shmueli, OR Koppius - MIS quarterly, 2011 - JSTOR
This research essay highlights the need to integrate predictive analytics into information
systems research and shows several concrete ways in which this goal can be accomplished …

To explain or to predict?

G Shmueli - 2010 - projecteuclid.org
Statistical modeling is a powerful tool for developing and testing theories by way of causal
explanation, prediction, and description. In many disciplines there is near-exclusive use of …

Hiring a team from social network: Incentive mechanism design for two-tiered social mobile crowdsourcing

J Xu, Z Luo, C Guan, D Yang, L Liu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Mobile crowdsourcing has become an efficient paradigm for performing large scale tasks.
The incentive mechanism is important for the mobile crowdsourcing system to stimulate …

On information quality

RS Kenett, G Shmueli - Journal of the Royal Statistical Society …, 2014 - academic.oup.com
We define the concept of information quality 'InfoQ'as the potential of a data set to achieve a
specific (scientific or practical) goal by using a given empirical analysis method. InfoQ is …

The impact of cybersecurity practices on cyberattack damage: The perspective of small enterprises in Saudi Arabia

F Alharbi, M Alsulami, A Al-Solami, Y Al-Otaibi… - Sensors, 2021 - mdpi.com
Small and medium-sized enterprises represent the majority of enterprises globally and yet
have some difficulties in understanding the impact that cybersecurity threats could have on …

Research dilemmas with behavioral big data

G Shmueli - Big data, 2017 - liebertpub.com
Behavioral big data (BBD) refers to very large and rich multidimensional data sets on human
and social behaviors, actions, and interactions, which have become available to companies …

Real-time detection of shill bidding in online auctions: A literature review

N Majadi, J Trevathan, H Gray, V Estivill-Castro… - Computer Science …, 2017 - Elsevier
Online auctions have become an increasingly popular and convenient way for conducting
ecommerce transactions on the Web. However, the rapid surge of users participating in …

[图书][B] A study of online auction processes using functional data analysis

NC Ohalete - 2022 - search.proquest.com
Online auctions have become popular in E-commerce in recent years. One of the big players
in this industry, eBay, recorded net revenue of $10.2 billion in 2020, which was up about …

Truthful multi-resource transaction mechanism for P2P task offloading based on edge computing

W Lu, S Zhang, J Xu, D Yang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Peer-to-Peer (P2P) resource sharing promotes local resource-hungry task offloading to
other mobile devices and balances the resource consumption between mobile devices …

An empirical investigation of factors affecting cloud computing adoption among SMEs in the North East of England

YY Alshamaila - 2013 - theses.ncl.ac.uk
The growing adoption of cloud computing is changing the way business information systems
are developed, scaled up, maintained and paid for. This not only applies to large …