Antonio Usai, Marco Pironti, Monika Mital and Chiraz Aouina Mejri
The aim of this work is to increase awareness of the potential of the technique of text mining to discover knowledge and further promote research collaboration between knowledge…
Abstract
Purpose
The aim of this work is to increase awareness of the potential of the technique of text mining to discover knowledge and further promote research collaboration between knowledge management and the information technology communities. Since its emergence, text mining has involved multidisciplinary studies, focused primarily on database technology, Web-based collaborative writing, text analysis, machine learning and knowledge discovery. However, owing to the large amount of research in this field, it is becoming increasingly difficult to identify existing studies and therefore suggest new topics.
Design/methodology/approach
This article offers a systematic review of 85 academic outputs (articles and books) focused on knowledge discovery derived from the text mining technique. The systematic review is conducted by applying “text mining at the term level, in which knowledge discovery takes place on a more focused collection of words and phrases that are extracted from and label each document” (Feldman et al., 1998, p. 1).
Findings
The results revealed that the keywords extracted to be associated with the main labels, id est, knowledge discovery and text mining, can be categorized in two periods: from 1998 to 2009, the term knowledge and text were always used. From 2010 to 2017 in addition to these terms, sentiment analysis, review manipulation, microblogging data and knowledgeable users were the other terms frequently used. Besides this, it is possible to notice the technical, engineering nature of each term present in the first decade. Whereas, a diverse range of fields such as business, marketing and finance emerged from 2010 to 2017 owing to a greater interest in the online environment.
Originality/value
This is a first comprehensive systematic review on knowledge discovery and text mining through the use of a text mining technique at term level, which offers to reduce redundant research and to avoid the possibility of missing relevant publications.
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Praveen Choudhary, Monika Mital, Ashis Kumar Pani, Armando Papa and Francesca Vicentini
The purpose of this paper is to examine how organizational workers improve their perceived mobile user experience (UX) locus of control affected through organizational…
Abstract
Purpose
The purpose of this paper is to examine how organizational workers improve their perceived mobile user experience (UX) locus of control affected through organizational ambidexterity when using enterprise mobile systems (EMS). This study investigates the mediation role of business process customizability in the relationship between habitual use of EMS by individuals and organizational ambidexterity.
Design/methodology/approach
Over 150 possible respondent mobile phone users across 40 organizations in metropolitan National Capital Region (NCR) of Delhi with approximately were given the questionnaire. The data of a total of 121 NCR valid respondents aged between 22 and 49, after scrutinizing all collected questionnaires and removing those that had too many missing values or had the same answer to all questions, were used for analysis. The respondents were sampled from a research panel directory of a set of firms of the research firm hired for this survey.
Findings
The study finds complete mediation between the habitual use of EMS and organizational ambidexterity. Importantly, the empirical findings provide the research community with a deeper understanding of how EMS usage impacts organizational ambidexterity and individual’s UX locus of control.
Originality/value
It draws some newer areas of research with respect to interactions between enterprise mobile systems, business process customization due to enterprise mobile systems and organizational ambidexterity, which were hitherto unexplored.
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Monika Mital, D. Israel and Shailja Agarwal
The purpose of this paper is to examine the mediating effect of trust on the relationship between the type of information exchange (IE) and information disclosure (ID) on social…
Abstract
Purpose
The purpose of this paper is to examine the mediating effect of trust on the relationship between the type of information exchange (IE) and information disclosure (ID) on social networking web sites (SNWs).
Design/methodology/approach
Constructs were developed for type of IE and trust. To understand the mediating role of trust a mediation analysis was conducted. To test for mediation effects, the four step procedure of partial mediation analysis was used.
Findings
There was found to be a partial mediating effect of trust on the relationship between the type of IE and ID on SNWs.
Practical implications
Since the basis of formation of the communities is similarities, when there is trust amongst the community members they would not post false profiles but real profiles and the extent of ID would be higher.
Originality/value
In most of the studies it is suggested that the type of exchange and trust is dependent upon information disclosure, as against the study in which we found that it is the type of exchange and the trust which lead to increased ID.
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This paper aims to investigate the multihoming behavior of users on social networking web sites in the absence or the presence of product differentiation.
Abstract
Purpose
This paper aims to investigate the multihoming behavior of users on social networking web sites in the absence or the presence of product differentiation.
Design/methodology/approach
The approach is to build a theoretical model to explain the multihoming behavior of users on social networking web sites.
Findings
Under multihoming without product differentiation, all members of the smaller network multihome to the bigger network and the social networking web site with the bigger network size benefits from multihoming. Under multihoming with product differentiation, when the smaller network differentiates its product from the bigger network, then all members of the bigger network will multihome to the smaller network. Welfare is higher for both sided multihoming and both sided multihoming will happen only when the social networking web sites are differentiated in terms of features.
Research limitations/implications
The model is a theoretical model and will need to be tested empirically.
Practical implications
The results of the model indicate that multihoming results in increased utility for the users of social networking web sites when the two web sites are differentiated in terms of features.
Originality/value
From the literature available in the public domain, the paper has not found any existing theoretical model to explain multihoming behavior of users on social networking web sites. The paper fulfils this objective.
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Manlio Del Giudice, Pedro Soto-Acosta, Elias Carayannis and Veronica Scuotto