Theory building with big data-driven research–Moving away from the “What” towards the “Why”

AK Kar, YK Dwivedi - International Journal of Information Management, 2020 - Elsevier
Data availability and access to various platforms, is changing the nature of Information
Systems (IS) studies. Such studies often use large datasets, which may incorporate …

A systematic review of responsiveness to develop future research agenda: a TCCM and bibliometric analysis

D Sharma, R Taggar, S Bindra, S Dhir - … : An International Journal, 2020 - emerald.com
Purpose This paper aims to epistemologically extend and explore the present theories from
prior research conducted in the area of responsiveness. Furthermore, it determines to …

Emotional Text Mining: Customer profiling in brand management

F Greco, A Polli - International Journal of Information Management, 2020 - Elsevier
The widespread use of the Internet and the constant increase in users of social media
platforms has made a large amount of textual data available. This represents a valuable …

Using social network and semantic analysis to analyze online travel forums and forecast tourism demand

AF Colladon, B Guardabascio, R Innarella - Decision Support Systems, 2019 - Elsevier
Forecasting tourism demand has important implications for both policy makers and
companies operating in the tourism industry. In this research, we applied methods and tools …

Social media opinion summarization using emotion cognition and convolutional neural networks

P Wu, X Li, S Shen, D He - International Journal of Information Management, 2020 - Elsevier
Quickly and accurately summarizing representative opinions is a key step for assessing
microblog sentiments. The Ortony-Clore-Collins (OCC) model of emotion can offer a rule …

Customer mindset metrics: A systematic evaluation of the net promoter score (NPS) vs. alternative calculation methods

S Baehre, M O'Dwyer, L O'Malley, VM Story - Journal of Business Research, 2022 - Elsevier
Abstract The Likelihood-to-Recommend (LTR) question is a well-established marketing
accountability metric that forms the basis of Net Promoter Score (NPS). NPS has been …

Are customer reviews just reviews? Hotel forecasting using sentiment analysis

DC Wu, S Zhong, RTR Qiu, J Wu - Tourism Economics, 2022 - journals.sagepub.com
Despite the important role of the sentiment of customer reviews in the tourist decision-
making process, it has received limited attention from the field of tourism demand …

It is rotating leaders who build the swarm: Social network determinants of growth for healthcare virtual communities of practice

G Antonacci, A Fronzetti Colladon… - Journal of Knowledge …, 2017 - emerald.com
Purpose The purpose of this paper is to identify the factors influencing the growth of
healthcare virtual communities of practice (VCoPs) through a seven-year longitudinal study …

The language and social behavior of innovators

AF Colladon, L Toschi, E Ughetto, F Greco - Journal of Business Research, 2023 - Elsevier
Innovators are creative people who can conjure the ground-breaking ideas that represent
the main engine of innovative organizations. Past research has extensively investigated who …

Enhancing operations management through smart sensors: measuring and improving well-being, interaction and performance of logistics workers

D Aloini, AF Colladon, P Gloor, E Guerrazzi… - The TQM …, 2021 - emerald.com
Purpose The purpose of the research is to conduct an exploratory investigation of the
material handling activities of an Italian logistics hub. Wearable sensors and other smart …