A multidisciplinary perspective of big data in management research

J Sheng, J Amankwah-Amoah, X Wang - International Journal of …, 2017 - Elsevier
In recent years, big data has emerged as one of the prominent buzzwords in business and
management. In spite of the mounting body of research on big data across the social …

Competitive intelligence process and tools for intelligence analysis

R Bose - Industrial management & data systems, 2008 - emerald.com
Purpose–The purpose of this survey research is twofold. First, to study and report the
process that is commonly used to create and maintain a competitive intelligence (CI) …

On strategies for imbalanced text classification using SVM: A comparative study

A Sun, EP Lim, Y Liu - Decision Support Systems, 2009 - Elsevier
Many real-world text classification tasks involve imbalanced training examples. The
strategies proposed to address the imbalanced classification (eg, resampling, instance …

ExpertRank: A topic-aware expert finding algorithm for online knowledge communities

GA Wang, J Jiao, AS Abrahams, W Fan… - Decision support systems, 2013 - Elsevier
With increasing knowledge demands and limited availability of expertise and resources
within organizations, professionals often rely on external sources when seeking knowledge …

Web personalization: the state of the art and future avenues for research and practice

V Salonen, H Karjaluoto - Telematics and Informatics, 2016 - Elsevier
Although web personalization has been examined by earlier literature reviews, an updated
analysis of recent advances in the field is needed. The authors extend prior reviews of web …

Technology in the 21st century: New challenges and opportunities

J Sheng, J Amankwah-Amoah, X Wang - Technological Forecasting and …, 2019 - Elsevier
Although big data, big data analytics (BDA) and business intelligence have attracted
growing attention of both academics and practitioners, a lack of clarity persists about how …

An ontology-based text-mining method to cluster proposals for research project selection

J Ma, W Xu, Y Sun, E Turban… - IEEE transactions on …, 2012 - ieeexplore.ieee.org
Research project selection is an important task for government and private research funding
agencies. When a large number of research proposals are received, it is common to group …

Incorporating domain knowledge into data mining classifiers: An application in indirect lending

AP Sinha, H Zhao - Decision Support Systems, 2008 - Elsevier
Data mining techniques have been applied to solve classification problems for a variety of
applications such as credit scoring, bankruptcy prediction, insurance underwriting, and …

[图书][B] Knowledge discovery in databases

A Sharafi, A Sharafi - 2013 - Springer
Zusammenfassung Die Gewinnung von Wissen aus großen Datenbeständen basiert oftmals
auf der statistischen und teilweise manuellen Analyse und Interpretation. Die Menge an …

An adaptive learning automata-based ranking function discovery algorithm

J Akbari Torkestani - Journal of intelligent information systems, 2012 - Springer
Due to the massive amount of heterogeneous information on the web, insufficient and vague
user queries, and use of the same query by different users for different aims, the information …