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Results for “"A.K.M. Najmul Islam"”

16+ results

Misinformation sharing and social media fatigue during COVID-19: An affordance and cognitive load perspective

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A.K.M. Najmul Islam, Samuli Laato, Md. Shamim Talukder, Erkki Sutinen

Journal: Technological Forecasting and Social ChangeYear: 2020Citations: 530

Highlights • We study social media use, fake news sharing and social media fatigue during COVID-19.• Self-promotion and entertainment increase the sharing of unverified information.• Exploration and religiosity correlate negatively with the sharing of unverified information.• Deficient self-regulati...

Social SciencesSociology and Political ScienceMisinformation and Its ImpactsOpen Access
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Challenges, Applications and Design Aspects of Federated Learning: A Survey

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K. M. Jawadur Rahman, Faisal Ahmed, Nazma Akhter, Mohammad Al Hasan et al.

Journal: IEEE AccessYear: 2021Citations: 139

Federated Learning (FL) is a new technology that has been a hot research topic. It enables training an algorithm across multiple decentralized edge devices or servers holding local data samples, without exchanging them. There are many application domains where large amounts of properly labeled and c...

Physical SciencesComputer ScienceArtificial IntelligenceOpen Access
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A Review on the Mobile Applications Developed for COVID-19: An Exploratory Analysis

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Muhammad Nazrul Islam, Iyolita Islam, Kazi Md. Munim, A.K.M. Najmul Islam

Journal: IEEE AccessYear: 2020Citations: 105

The objective of this research is to explore the existing mobile applications developed for the COVID-19 pandemic. To obtain this research objective, firstly the related applications were selected through the systematic search technique in the popular application stores. Secondly, data related to th...

Social SciencesDecision SciencesInformation Systems and ManagementOpen Access
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Toward a Sustainable Cybersecurity Ecosystem

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Shahrin Sadik, Mohiuddin Ahmed, Leslie F. Sikos, A.K.M. Najmul Islam

Journal: ComputersYear: 2020Citations: 102

Cybersecurity issues constitute a key concern of today’s technology-based economies. Cybersecurity has become a core need for providing a sustainable and safe society to online users in cyberspace. Considering the rapid increase of technological implementations, it has turned into a global necessity...

Physical SciencesComputer ScienceComputer Networks and CommunicationsOpen Access
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A Systematic Review on the Use of AI and ML for Fighting the COVID-19 Pandemic

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Muhammad Nazrul Islam, Toki Tahmid Inan, S. Rafi, Syeda Sabrina Akter et al.

Journal: IEEE Transactions on Artificial IntelligenceYear: 2020Citations: 97

Artificial intelligence (AI) and machine learning (ML) have caused a paradigm shift in healthcare that can be used for decision support and forecasting by exploring medical data. Recent studies have shown that AI and ML can be used to fight COVID-19. The objective of this article is to summarize the...

Health SciencesMedicineRadiology, Nuclear Medicine and ImagingOpen Access
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Non-random patterns in viral diversity

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Simon J. Anthony, Ariful Islam, Christine K. Johnson, Isamara Navarrete‐Macias et al.

Journal: Nature CommunicationsYear: 2015Citations: 84

It is currently unclear whether changes in viral communities will ever be predictable. Here we investigate whether viral communities in wildlife are inherently structured (inferring predictability) by looking at whether communities are assembled through deterministic (often predictable) or stochasti...

Health SciencesMedicinePublic Health, Environmental and Occupational HealthOpen Access
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Investigating usability of mobile health applications in Bangladesh

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Muhammad Nazrul Islam, Md. Mahboob Karim, Toki Tahmid Inan, A. K. M. Najmul Islam

Journal: BMC Medical Informatics and Decision MakingYear: 2020Citations: 81

Abstract Background Lack of usability can be a major barrier for the rapid adoption of mobile services. Therefore, the purpose of this paper is to investigate the usability of Mobile Health applications in Bangladesh. Method We followed a 3-stage approach in our research. First, we conducted a keywo...

Health SciencesHealth ProfessionsGeneral Health ProfessionsOpen Access
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What drives managers towards algorithm aversion and how to overcome it? Mitigating the impact of innovation resistance through technology readiness

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Hasan Mahmud, A.K.M. Najmul Islam, Ranjan Kumar Mitra

Journal: Technological Forecasting and Social ChangeYear: 2023Citations: 77

Artificial intelligence has been increasingly used in many managerial decision-making contexts for its superior performance. However, many managers are still averse to using AI algorithms in decision-making. The benefits of algorithms cannot be realized optimally if managers are reluctant to use the...

Social SciencesDecision SciencesInformation Systems and ManagementOpen Access
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Blockchain and Machine Learning for Fraud Detection: A Privacy-Preserving and Adaptive Incentive Based Approach

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Tahmid Hasan Pranto, Kazi Tamzid Akhter Md Hasib, Tahsinur Rahman, AKM Bahalul Haque et al.

Journal: IEEE AccessYear: 2022Citations: 71

Financial fraud cases are on the rise even with the current technological advancements. Due to the lack of inter-organization synergy and because of privacy concerns, authentic financial transaction data is rarely available. On the other hand, data-driven technologies like machine learning need auth...

Physical SciencesComputer ScienceInformation SystemsOpen Access
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Positive and negative valences, personal innovativeness and intention to use facial recognition for payments

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Md. Abu Saeed Palash, Md. Shamim Talukder, A.K.M. Najmul Islam, Yukun Bao

Journal: Industrial Management & Data SystemsYear: 2022Citations: 66

Purpose Facial recognition payment (FRP) has been attracting attention as an alternative payment mode. This research aims to investigate the future use of FRP for both mobile payment and point of sale payment. Design/methodology/approach The body of information on this topic is promoted by proposing...

Social SciencesDecision SciencesInformation Systems and ManagementOpen Access
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A Systematic Review of the Digital Interventions for Fighting COVID-19: The Bangladesh Perspective

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Muhammad Nazrul Islam, A.K.M. Najmul Islam

Journal: IEEE AccessYear: 2020Citations: 62

The objective of this paper is to synthesize the digital interventions initiatives to fight against COVID-19 in Bangladesh and compare with other countries. In order to obtain our research objective, we conducted a systematic review of the online content. We first reviewed the digital interventions ...

Physical SciencesMathematicsModeling and SimulationOpen Access
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‘Unmochon’: A Tool to Combat Online Sexual Harassment over Facebook Messenger

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Sharifa Sultana, Mitrasree Deb, Ananya Bhattacharjee, Shaid Hasan et al.

Year: 2021Citations: 61

Women in the global south often seek justice to their online harassment through unveiling the harassers and the screenshots of their sent harassment texts and visual contents before the relevant authorities. Nevertheless, such evidence is often challenged for their authenticity. Our survey (n=91) an...

Physical SciencesComputer ScienceArtificial IntelligenceOpen Access
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Continued use intention of wearable health technologies among the elderly: an enablers and inhibitors perspective

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Md. Shamim Talukder, Samuli Laato, A.K.M. Najmul Islam, Yukun Bao

Journal: Internet ResearchYear: 2021Citations: 59

Purpose Wearable health technologies (WHTs) show promise in improving the health and well-being of the aging population because they promote healthy lifestyles. They can be used to collect health information from users and encourage them to be physically active. Despite potential benefits of WHTs, r...

Social SciencesDecision SciencesInformation Systems and ManagementOpen Access
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The impact of business analytics capabilities on innovation, information quality, agility and firm performance: the moderating role of industry dynamism

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Adeyl Khan, Md. Shamim Talukder, Quazi Tafsirul Islam, A.K.M. Najmul Islam

Journal: VINE Journal of Information and Knowledge Management SystemsYear: 2022Citations: 41

Purpose As businesses keep investing substantial resources in developing business analytics (BA) capabilities, it is unclear how the performance improvement transpires as BA affects performance in many different ways. This paper aims to analyze how BA capabilities affect firms’ agility through resou...

Social SciencesBusiness, Management and AccountingManagement Information Systems
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COVID-19 and the Rohingya Refugees in Bangladesh: The Challenges and Recommendations

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Muhammad Nazrul Islam, Toki Tahmid Inan, A.K.M. Najmul Islam

Journal: Asia Pacific Journal of Public HealthYear: 2020Citations: 38

The current situation of global pandemic COVID-19 can put the 1.1 million Rohingya refugees, living in Bangladesh, in a substantially vulnerable position. A poor, overcrowded living condition, limi...

Social SciencesPolitical Science and International RelationsAsian Geopolitics and Ethnography
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