Data mining applications in accounting: A review of the literature and organizing framework

FA Amani, AM Fadlalla - International Journal of Accounting Information …, 2017 - Elsevier
This paper explores the applications of data mining techniques in accounting and proposes
an organizing framework for these applications. A large body of literature reported on …

The big data, artificial intelligence, and blockchain in true cost accounting for energy transition in Europe

J Gusc, P Bosma, S Jarka, A Biernat-Jarka - Energies, 2022 - mdpi.com
The current energy prices do not include the environmental, social, and economic short and
long-term external effects. There is a gap in the literature on the decision-making model for …

Big data and machine learning in cost estimation: An automotive case study

D Hammann - International Journal of Production Economics, 2024 - Elsevier
This paper presents a case study on the applicability of machine learning and big data
technology for product cost estimation, using data on the material cost of passenger cars …

Modelling activity‐based costing in restaurants

H Kostakis, G Boskou, G Palisidis - Journal of Modelling in …, 2011 - emerald.com
Purpose–This paper seeks to demonstrate an application of a methodology, which is based
on the integration of three techniques, with the purpose of modelling activity‐based costing …

Identifying the relative importance of predictive variables in artificial neural networks based on data produced through a discrete event simulation of a manufacturing …

R Pires dos Santos, DL Dean, JM Weaver… - … Journal of Modelling …, 2019 - Taylor & Francis
This research used a discrete event simulation to create data on a shipment receiving
process instead of using historical records on the process. The simulation was used to …

The indirect effects of intranet functionalities on middle managers' performance: Evidence from the maritime industry

M Daud Norzaidi, S Choy Chong, M Intan Salwani… - Kybernetes, 2011 - emerald.com
Purpose–The purpose of this paper is to investigate whether intranet functionalities predict
perceived usefulness, which in turn influences intranet usage and whether such usage …

Evaluating the use of the activity based costing method in the construction industry in the V4 Countries

LH Stašová - International Journal of Industrial Engineering …, 2019 - ijiemjournal.uns.ac.rs
This paper evaluates the situation regarding the use of the Activity Based Costing
calculation method in the sphere of industry construction in the V4 countries at the present …

Cost modelling of the product mix from mining operations using the activity-based costing approach

DT Cremonese, GD Tomi, MR Neves - Rem: Revista Escola de Minas, 2016 - SciELO Brasil
This work adds the Activity-Based Costing Approach in mining operations with a product
mix. After analyzing and collecting data from an aggregate mine located in Brazil, a cost …

Application of stochastic linear programming in managerial accounting: Scenario analysis approach

D Wu, Y Choi, J Li - International Journal of Accounting & Information …, 2020 - emerald.com
Purpose This paper aims to focus on applications of stochastic linear programming (SLP) to
managerial accounting issues by providing a theoretical foundation and practical examples …

Calculation and allocation of complexity costs using process data mining

M Riesener, C Dölle, A Menges… - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
Over the last years, manufacturing companies extended their product portfolio and derived
numerous variants of their products. To make strategic decisions regarding the product …