[HTML][HTML] Prescriptive analytics: Literature review and research challenges

K Lepenioti, A Bousdekis, D Apostolou… - International Journal of …, 2020 - Elsevier
Business analytics aims to enable organizations to make quicker, better, and more
intelligent decisions with the aim to create business value. To date, the major focus in the …

Prescriptive analytics systems revised: a systematic literature review from an information systems perspective

C Wissuchek, P Zschech - Information Systems and e-Business …, 2024 - Springer
Abstract Prescriptive Analytics Systems (PAS) represent the most mature iteration of
business analytics, significantly enhancing organizational decision-making. Recently …

A techno-business platform to improve customer experience following the brand crisis recovery: A B2B perspective

RK Behera, PK Bala, NP Rana, H Kizgin - Information systems frontiers, 2022 - Springer
A platform is a business model that allows business-to-business (B2B) participants to
connect, interacts, create and exchange value. B2B exploits social media for brand building …

Consequential factors of Big Data's Analytics Capability: how firms use data in the competitive scenario

LH Contreras Pinochet, GCB Amorim… - Journal of Enterprise …, 2021 - emerald.com
Purpose The article's objective is to analyze the consequent factors of Big Data Analytics
Capability for firms in the competitive scenario, using different analytical models …

Prescriptive analytics: a survey of approaches and methods

K Lepenioti, A Bousdekis, D Apostolou… - … Systems Workshops: BIS …, 2019 - Springer
Data analytics has gathered a lot of attention during the last years. Although descriptive and
predictive analytics have become well-established areas, prescriptive analytics has just …

A study of prescriptive analysis framework for human care services based on CKAN cloud

J Gim, S Lee, W Joo - Journal of Sensors, 2018 - Wiley Online Library
A number of sensor devices are widely distributed and used today owing to the accelerated
development of IoT technology. In particular, this technological advancement has allowed …

[PDF][PDF] Constituent elements for prescriptive analytics systems

K Stefani, P Zschech - 2018 - core.ac.uk
Prescriptive analytics has emerged as a technological driver in data-intensive enterprise
environments, as it tries to transform valuable insights into actionable recommendations and …

Prescriptive analytics with differential privacy

H Harikumar, S Rana, S Gupta, T Nguyen… - International Journal of …, 2022 - Springer
Prescriptive analytics is a mechanism that provides the best set of actions to be taken to
prevent undesirable outcomes for a given instance. However, this mechanism is prone to …

Design of marketing scenario planning based on business big data analysis

S Hong, S Shin, Y Kim, CN Seon, J Um… - … 2015, Held as Part of HCI …, 2015 - Springer
As the amount and the type of data for business decision making are rapidly increasing, the
importance of big data analytics is gradually critical for making effective business strategy …

Matrix factorization and contrast analysis techniques for recommendation

M Aleksandrova - 2017 - theses.hal.science
In many application areas, data elements can be high-dimensional. This raises the problem
of dimensionality reduction. The dimensionality reduction techniques can be classified …