Negation and entropy: Effectual knowledge management equipment for learning organizations

Anjaria, Kushal

doi:10.1016/j.eswa.2020.113497

Cited by 42 publications

(20 citation statements)

References 79 publications

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“…[19] There is a surfeit of options for learning, such as, libraries, experiences, discussions, and practices; however, in today's electronic world, [13,20,21] the e-learning (computerbased learning) ecosystem is assimilating all stakeholders with procedures and the latest technology. [22][23][24][25][26] Consistent with the e-learning approach, electronic-library is gaining attention in the current era, allowing all users to access wellmanaged knowledge repositories [27][28][29][30][31][32] .…”

Section: Introductionmentioning

confidence: 99%

Nexus between integrating technology readiness 2.0 index and students’ e-library services adoption amid the COVID-19 challenges: Implications based on the theory of planned behavior

Rahmat

Raza

Zahid

et al. 2021

Preprint

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Background The advent of the pandemic COVID-19 has resulted in a global crisis that resulted in the closure of universities and educational institutions worldwide. This study aims to explore the determinants of students’ intention towards e-library services usage amid the challenging time of the COVID-19 pandemic. This paper reviews the technology-oriented individual attitude based on four dimensions of the technology readiness 2.0 index factors, which affect medical students’ perspectives. Materials and methods The authors provided a self-administered questionnaire to medical students to investigate their e-library adoption attitude during the COVID-19 crisis. The authors distributed 542 questionnaires, received 361 complete responses and analyzed the data through path modeling/partial least squares structural equations modeling technique (PLS-SEM) with the smart PLS software version 3.3.3. The structural equation-modelling tool permits the estimation of results. Results The main finding revealed that medical students have a positive and explicit approach to use the services available at the e-library. Technology use and online services helped students continue their educational needs in the advent of the current pandemic COVID-19. Attitude and subjective norms have significant influence and are strong predictors of intention. However, due to inadequate support for the government side, the perceived behavioural control has an insignificant impact on intention. This paper indicated one of the pioneers investigating the determinants of e-library adoption among medical students based on technology-oriented personality traits, employing the four dimensions of the technology readiness 2.0 index during the challenges of the COVID-19 outbreak. Conclusion The study’s findings provide useful insight that offers valuable insights to implement specific strategies from the government officials to address medical students’ uncertainties and increase the technology adoption amid the COVID-19 pandemic in medical education for developing nations.

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Section: Introductionmentioning

confidence: 99%

Nexus between integrating technology readiness 2.0 index and students’ e-library services adoption amid the COVID-19 challenges: Implications based on the theory of planned behavior

Rahmat

Raza

Zahid

et al. 2021

Preprint

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show abstract

“…Also, we will give some numerical examples to show the details and help understand. Considering a uniform probability distribution: P = {p i |p i = 1 n , (i = 1, 2, ..., n)}. By definition of the proposed exponential negation, we can calculate the negation distribution as:…”

Section: Exponential Negationmentioning

confidence: 99%

Exponential Negation of a Probability Distribution

Deng

Xiong³

2021

Preprint

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Negation operation is important in intelligent information processing. Different with existing arithmetic negation, an exponential negation is presented in this paper. The new negation can be seen as a kind of geometry negation. Some basic properties of the proposed negation are investigated, we find that the fix point is the uniform probability distribution. The proposed exponential negation is an entropy increase operation and all the probability distributions will converge to the uniform distribution after multiple negation iterations. The convergence speed of the proposed negation is also faster than the existed negation. The number of iterations of convergence is inversely proportional to the number of elements in the distribution. Some numerical examples are used to illustrate the efficiency of the proposed negation.

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“…In practice, the concept of a learning organization (firm) has become widespread, where KM is a basic component of management (Anjaria, 2020). Within the framework of this concept, a wide range of KM areas (receiving, processing and disseminating information, overcoming personnel resistance, conducting organizational training, etc.)…”

Section: Literature Reviewmentioning

confidence: 99%

Information technologies for developing a company’s knowledge management system

Polyakov

Khanin

Bilozubenko

et al. 2020

Knowledge and Performance Management

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Escalating competition, technological changes and the struggle for innovation present companies with a knowledge management (KM) challenge. To implement it at the modern level, it is necessary to develop a knowledge management system (KMS). Significant opportunities for this are created by information technologies (IT), qualitatively changing approaches to knowledge management. Therefore, the study aims to clarify the theoretical foundations of shaping the company’s KMS and conceptualize information tools for its formation. Within the theoretical foundations of KM, its essence (as a systematic management activity and a set of measures to ensure the business processes of obtaining, storing, disseminating and using knowledge in the company), the subject (the aforementioned processes and various types of knowledge), and links with other types of management (innovation, information, personnel management, etc.) are specified. Given the main goals, principles and tasks of KM, its main approaches, key processes and control elements are summarized. The conceptual foundations of KMS development are formulated and its subsystems (methodological, planning, information, and functional subsystems for ensuring business processes for obtaining, distributing and using knowledge) are highlighted. Given the importance of IT, the following concepts have been formulated: a portal for R&amp;D management, innovation management platforms, and a tool for formalizing knowledge and corporate knowledge base. Their purpose, functionality, and the role of ensuring work with knowledge and KM implementation are described. The problem of their implementation, operation and improvement is emphasized. The research results allow creating a new technological basis for the introduction of knowledge management.

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Negation and entropy: Effectual knowledge management equipment for learning organizations

Cited by 42 publications

References 79 publications

Nexus between integrating technology readiness 2.0 index and students’ e-library services adoption amid the COVID-19 challenges: Implications based on the theory of planned behavior

Nexus between integrating technology readiness 2.0 index and students’ e-library services adoption amid the COVID-19 challenges: Implications based on the theory of planned behavior

Exponential Negation of a Probability Distribution

Information technologies for developing a company’s knowledge management system

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