Discovering Business Intelligence from the Subjective Web Data

2012 ◽  
pp. 96-111
Author(s):  
Ranjit Bose
Keyword(s):  
Business Intelligence ◽  
Opinion Mining ◽  
Research Literature ◽  
Future Research ◽  
Sources Of Information ◽  
Web Data ◽  
Online Word Of Mouth ◽  
Marketing Intelligence ◽  
Automated Discovery ◽  
The Web

The online word-of-mouth behavior that exists today in the Web represents new and measurable sources of information. The automated discovery or mining of consumer opinions from these sources is of great importance for marketing intelligence and product benchmarking. Techniques are now being developed to effectively and easily mine the consumer opinions from the Web data and to timely deliver them to companies and individual consumers. This study investigates this emerging field named ‘opinion mining’ in terms of what it is, what it can do, and how it could be used effectively for business intelligence (BI). A rigorous review of the research literature on opinion mining is conducted to explore its current state, issues and challenges for its use in developing business applications for competitive advantage. The study aims to assist business managers to better understand the current opportunities and challenges in using opinion mining for deriving BI. Future research directions for further development of the field are also identified.

Discovering Business Intelligence from the Subjective Web Data

2011 ◽  
Vol 2 (4) ◽  
pp. 1-16 ◽  
Author(s):  
Ranjit Bose
Keyword(s):  
Business Intelligence ◽  
Opinion Mining ◽  
Research Literature ◽  
Future Research ◽  
Sources Of Information ◽  
Web Data ◽  
Online Word Of Mouth ◽  
Marketing Intelligence ◽  
Automated Discovery ◽  
The Web

The online word-of-mouth behavior that exists today in the Web represents new and measurable sources of information. The automated discovery or mining of consumer opinions from these sources is of great importance for marketing intelligence and product benchmarking. Techniques are now being developed to effectively and easily mine the consumer opinions from the Web data and to timely deliver them to companies and individual consumers. This study investigates this emerging field named ‘opinion mining’ in terms of what it is, what it can do, and how it could be used effectively for business intelligence (BI). A rigorous review of the research literature on opinion mining is conducted to explore its current state, issues and challenges for its use in developing business applications for competitive advantage. The study aims to assist business managers to better understand the current opportunities and challenges in using opinion mining for deriving BI. Future research directions for further development of the field are also identified.

Pros and Cons of Applying Opinion Mining on Operation Management

2016 ◽  
pp. 93-106
Author(s):  
Mahima Goyal ◽  
Vishal Bhatnagar
Keyword(s):  
Social Networks ◽  
Big Data ◽  
Opinion Mining ◽  
Literature Survey ◽  
Operation Management ◽  
Web Data ◽  
The Social ◽  
Pros And Cons ◽  
The Web

The web data is growing at an immense pace. This is true for the social networks also. The data in the form of opinion of an individual is gathered to find the nuggets out of the same. The development in the application of opinion mining is rapidly growing due to various social sites which prompted us to pursue exhaustive literature survey in the field of opinion mining application in operation management and to classify the existing literature in this field. In this context the authors had identified the pros and cons of applying the opinion mining on operation management from the perspective of big data. The authors had considered the amount of data involved to be too big and for the same the big data concept is of primarily utmost significance. The authors also proposed a framework which clearly depicts the usage of the opinion mining on operation management of various domains.

Roles of externalisation activities in the design process

2016 ◽  
Vol 11 (1) ◽  
pp. 34
Author(s):  
Maral Babapour Chafi
Keyword(s):  
Design Process ◽  
Design Research ◽  
Research Literature ◽  
Physical Models ◽  
Future Research ◽  
Knowledge Gaps ◽  
Design Processes ◽  
Digital Modelling

Designers engage in various activities, dealing with different materials and media to externalise and represent their form ideas. This paper presents a review of design research literature regarding externalisation activities in design process: sketching, building physical models and digital modelling. The aim has been to review research on the roles of media and representations in design processes, and highlight knowledge gaps and questions for future research.

Mix Networks: Existing Scenarios and Future Directions on Security and Privacy

2019 ◽  
Vol 14 ◽  
Author(s):  
Khaleel Ahmad ◽  
Afsar Kamal
Keyword(s):  
Security And Privacy ◽  
Research Progress ◽  
Future Research ◽  
Future Directions ◽  
Practical Solution ◽  
Research Gap ◽  
The Web ◽  
Privacy Enhancing Techniques

Background: Privacy enhancing techniques are developed in order to provide strong protection to cyberspace. These techniques aim to allow users to keep their identities hidden during the communication when they are sending email, making payments online, browsing the Web or posting to newsgroups. MixNet is the most practical solution for concealing identities of message and sender’s identities. Objective: It provides sender and receiver anonymity as well as message security. The main goal of MixNet is to overcome vulnerability and enhance the performance of communication. It can efficiently handle the messages of various length and produce desirable results with privacy. The main objective of this paper is to acquire information and concepts regarding MixNet. We also provide guidelines for future research and references. Methods : The designing of MixNet depends on what cryptosystem method is used. Symmetric and Asymmetric both are used. Other methods could be also used such as PIR, CSP and FDR model, RPC, Token-based approach or others. Result: In this paper we provide an overview of MixNet approaches and presented a survey on MixNet based techniques and different models. We also constructed the comparison tables as per our requirements for better understanding. For this purpose, we found a total of 120 articles related to the MixNet published between 1990 and 2018 from the most relevant scientific resources. However, only 86 papers were analyzed due to comprehensiveness and relevancy to this article. Conclusion: Focused on the security and privacy of communication and how it can be achieved. This survey also reveals research progress and research gap on MixNet.

scholarly journals Living Labs for Public Sector Innovation: An Integrative Literature Review

2021 ◽  
Vol 11 (2) ◽  
pp. 58
Author(s):  
Lars Fuglsang ◽  
Anne Vorre Hansen ◽  
Ines Mergel ◽  
Maria Taivalsaari Røhnebæk
Keyword(s):  
Public Sector ◽  
Literature Review ◽  
Public Administration ◽  
Research Literature ◽  
Future Research ◽  
The Public ◽  
Public Sector Innovation ◽  
Multiple Dimensions ◽  
Living Labs ◽  
Elusive Concept

The public administration literature and adjacent fields have devoted increasing attention to living labs as environments and structures enabling the co-creation of public sector innovation. However, living labs remain a somewhat elusive concept and phenomenon, and there is a lack of understanding of its versatile nature. To gain a deeper understanding of the multiple dimensions of living labs, this article provides a review assessing how the environments, methods and outcomes of living labs are addressed in the extant research literature. The findings are drawn together in a model synthesizing how living labs link to public sector innovation, followed by an outline of knowledge gaps and future research avenues.

scholarly journals A Bibliometric Network Analysis of Coronavirus during the First Eight Months of COVID-19 in 2020

2021 ◽  
Vol 18 (3) ◽  
pp. 952 ◽  
Author(s):  
Leonardo B. Furstenau ◽  
Bruna Rabaioli ◽  
Michele Kremer Sott ◽  
Danielli Cossul ◽  
Mariluza Sott Bender ◽  
...  
Keyword(s):  
Decision Making ◽  
Network Analysis ◽  
Web Of Science ◽  
Future Research ◽  
Future Trends ◽  
Damage Prevention ◽  
Over Time ◽  
The Web

The COVID-19 pandemic has affected all aspects of society. Researchers worldwide have been working to provide new solutions to and better understanding of this coronavirus. In this research, our goal was to perform a Bibliometric Network Analysis (BNA) to investigate the strategic themes, thematic evolution structure and trends of coronavirus during the first eight months of COVID-19 in the Web of Science (WoS) database in 2020. To do this, 14,802 articles were analyzed, with the support of the SciMAT software. This analysis highlights 24 themes, of which 11 of the more important ones were discussed in-depth. The thematic evolution structure shows how the themes are evolving over time, and the most developed and future trends of coronavirus with focus on COVID-19 were visually depicted. The results of the strategic diagram highlight ‘CHLOROQUINE’, ‘ANXIETY’, ‘PREGNANCY’ and ‘ACUTE-RESPIRATORY-SYNDROME’, among others, as the clusters with the highest number of associated citations. The thematic evolution. structure presented two thematic areas: “Damage prevention and containment of COVID-19” and “Comorbidities and diseases caused by COVID-19”, which provides new perspectives and futures trends of the field. These results will form the basis for future research and guide decision-making in coronavirus focused on COVID-19 research and treatments.

scholarly journals Co-Creating New Directions for Service Robots in Hospitality and Tourism

2021 ◽  
Vol 2 (1) ◽  
pp. 43-61
Author(s):  
Francesc Fusté-Forné ◽  
Tazim Jamal
Keyword(s):  
Ethical Issues ◽  
Research Literature ◽  
Service Robots ◽  
Future Research ◽  
Research Attention ◽  
Research And Practice ◽  
Tourism Management ◽  
New Directions ◽  
Hospitality And Tourism ◽  
New Research

Research on the relationship between automation services and tourism has been rapidly growing in recent years and has led to a new service landscape where the role of robots is gaining both practical and research attention. This paper builds on previous reviews and undertakes a comprehensive analysis of the research literature to discuss opportunities and challenges presented by the use of service robots in hospitality and tourism. Management and ethical issues are identified and it is noted that practical and ethical issues (roboethics) continue to lack attention. Going forward, new directions are urgently needed to inform future research and practice. Legal and ethical issues must be proactively addressed, and new research paradigms developed to explore the posthumanist and transhumanist transitions that await. In addition, closer attention to the potential of “co-creation” for addressing innovations in enhanced service experiences in hospitality and tourism is merited. Among others, responsibility, inclusiveness and collaborative human-robot design and implementation emerge as important principles to guide future research and practice in this area.

A PRISMA Review of Research on Music Practice

2021 ◽  
pp. 102986492110055
Author(s):  
Ee Ran How ◽  
Leonard Tan ◽  
Peter Miksza
Keyword(s):  
Self Regulation ◽  
Deliberate Practice ◽  
Geographical Location ◽  
Final Analysis ◽  
The United States ◽  
Research Literature ◽  
Mental Practice ◽  
Future Research ◽  
Complex Activity ◽  
Music Practice

We employed the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) method to systematically review research on music practice from 1928 until June 2020 and identified a total of 3,102 records using our inclusion criteria, of which a total of 296 were eventually selected for the final analysis. We tabulated percentages and frequencies of (a) publications in ten-year periods, (b) type of publications, (c) sampling by geographical location, (d) methodologies used, (e) the top tenth percentile of the most highly cited research, and (f) topics covered. Our analyses reveal that particularly strong growth occurred in the literature between 2000 and 2020. In the literature we retrieved, the most commonly sampled research participants were those in the United States, followed by the United Kingdom and Australia. Quantitative research designs were most prevalent, accounting for two-thirds of all studies reviewed (66.2%), with questionnaires and recordings being the most common methods of data collection. Non-empirical papers (17.5%) as well as studies incorporating qualitative (13.5%) and mixed-methods designs (3.1%) were much less prevalent. Ericsson et al.’s (1993) seminal study of deliberate practice, Driskell et al.’s (1994) review of the research literature on mental practice, and Sloboda et al.’s (1996) study of young musicians were by far the most often cited. Overall, the most common topics addressed were deliberate practice, practice strategies, mental practice, the benefits of practice, metacognition, self-regulation, and self-efficacy, suggesting that music practice is a rich, multifaceted, and complex activity. In light of the findings, recommendations for practice and implications for future research are provided.

Physical Therapists’ Experiences Updating the Clinical Management of Walking Rehabilitation After Stroke: A Qualitative Study

2009 ◽  
Vol 89 (6) ◽  
pp. 556-568 ◽  
Author(s):  
Nancy M. Salbach ◽  
Paula Veinot ◽  
Susan Rappolt ◽  
Mark Bayley ◽  
Dawn Burnett ◽  
...  
Keyword(s):  
Clinical Management ◽  
Research Evidence ◽  
Physical Therapists ◽  
Research Literature ◽  
Comparative Approach ◽  
Sources Of Information ◽  
Efficient Access ◽  
Research Findings ◽  
Walking Rehabilitation ◽  
Ease Of Access

Background: Little is known about physical therapists’ experiences using research evidence to improve the delivery of stroke rehabilitation. Objectives: The purpose of this study was to explore how physical therapists use research evidence to update the clinical management of walking rehabilitation after stroke. Specific objectives were to identify physical therapists’ clinical questions related to walking rehabilitation, sources of information sought to address these questions, and factors influencing the incorporation of research evidence into practice. Design and Methods: Two authors conducted in-depth telephone interviews with 23 physical therapists who treat people with stroke and who had participated in a previous survey on evidence-based practice. Data were analyzed with a constant comparative approach to identify emerging themes. Results: Therapists commonly raised questions about the selection of treatments or outcome measures. Therapists relied foremost on peers for information because of their availability, ease of access, and minimal cost. Participants sought information from research literature themselves or with the help of librarians or students. Research syntheses (eg, systematic reviews) enabled access to a body of research. Older therapists described insufficient computer and search skills. Most participants considered appraisal and application of research findings challenging and identified insufficient time and peer isolation as organizational barriers to the use of research. Conclusions: Physical therapists require efficient access to research syntheses primarily to inform the measurement and treatment of walking limitation after stroke. Continuing education is needed to enhance skills in appraising research findings and applying them to practice. Older therapists require additional training to develop computer and search skills. Peer networks and student internships may optimize the exchange of new knowledge for therapists working in isolation.

scholarly journals Mining the web for business intelligence: Homepage analysis in the internet era

2004 ◽  
Vol 12 (1) ◽  
pp. 32-54 ◽  
Author(s):  
Kin-nam Lau ◽  
Kam-hon Lee ◽  
Ying Ho ◽  
Pong-yuen Lam
Keyword(s):  
Business Intelligence ◽  
The Internet ◽  
The Web
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