an Performance improvement in inventory classification using the expectation-maximisation algorithm By www.inderscience.com Published On :: 2024-10-29T23:20:50-05:00 Multi-criteria inventory classification (MCIC) is popularly used to aid managers in categorising the inventory. Researchers have used numerous mathematical models and approaches, but few resorted to unsupervised machine-learning techniques to address MCIC. This study uses the expectation-maximisation (EM) algorithm to estimate the parameters of the Gaussian mixture model (GMM), a popular unsupervised machine learning algorithm, for ABC inventory classification. The EM-GMM algorithm is sensitive to initialisation, which in turn affects the results. To address this issue, two different initialisation procedures have been proposed for the EM-GMM algorithm. Inventory classification outcomes from 14 existing MCIC models have been given as inputs to study the significance of the two proposed initialisation procedures of the EM-GMM algorithm. The effectiveness of these initialisation procedures corresponding to various inputs has been analysed toward inventory management performance measures, i.e., fill rate, total relevant cost, and inventory turnover ratio. Full Article
an International Journal of Enterprise Network Management By www.inderscience.com Published On :: Full Article
an The role of shopping apps and their impact on the online purchasing behaviour patterns of working women in Bangalore By www.inderscience.com Published On :: 2024-10-15T23:20:50-05:00 The study aims to analyse the impact of shopping applications on the shopping behaviour of the working women community in Bangalore, a city known as the IT hub. The research uses a quantitative analysis with SPSS version 23 software and a structured questionnaire survey technique to gather data from the working women community. The study uses descriptive statistics, ANOVA, regression, and Pearson correlation analysis to evaluate the perception of working women regarding the significance of online shopping applications. The results show that digital shopping applications are more prevalent among the working women community in Bangalore. The study also evaluates the socio-economic and psychological factors that influence their purchasing behaviour. The findings suggest that online marketers should enhance their strategies to improve their business on digital platforms. The research provides valuable insights into the shopping habits of the working women community in Bangalore. Full Article
an International Journal of Networking and Virtual Organisations By www.inderscience.com Published On :: Full Article
an Location-Oriented Knowledge Management in a Tourism Context: Connecting Virtual Communities to Physical Locations By Published On :: Full Article
an Towards Egocentric Way-Finding Appliances Supporting Navigation in Unfamiliar Terrain By Published On :: Full Article
an Connecting with the Y Generation: an Analysis of Factors Associated with the Academic Performance of Foundation IS Students By Published On :: Full Article
an Manufacturing Organizational Memory: Logged Conversation Thread Analysis By Published On :: Full Article
an e-HR and Employee Self Service: A Case Study of a Victorian Public Sector Organisation By Published On :: Full Article
an Towards a Structural Model Connecting Hard Skills, Soft Skills and Job Conditions and the IS Professional: The Student Perspective By Published On :: Full Article
an Are All Learners Created Equal? A Quantitative Analysis of Academic Performance in a Distance Tertiary Institution By Published On :: Full Article
an On the Idea of Organization Transformation: The IS/IT Design Challenge in Systems Thinking By Published On :: Full Article
an ICT Education and Training in Sub-Saharan Africa: Multimode versus Traditional Distance Learning By Published On :: Full Article
an A Computer Hardware/Software/Services Planning and Selection Course for the CIS/IT Curriculum By Published On :: Full Article
an Exploring Change and Innovation by ICT Teaching Staff in the New Zealand Polytechnic Sector By Published On :: Full Article
an What to Teach Business Students in MIS Courses about Data and Information By Published On :: Full Article
an A Comparison of Learning and Teaching Styles – Self-Perception of IT Students By Published On :: Full Article
an Action-Guidance: An Action Research Project for the Application of Informing Science in Educational and Vocational Guidance By Published On :: Full Article
an Public Perceptions of Biometric Devices: The Effect of Misinformation on Acceptance and Use By Published On :: Full Article
an Factors Influencing the Decision to Choose Information Technology Preparatory Studies in Secondary Schools: An Exploratory Study in Regional/Rural Australia By Published On :: Full Article
an Challenge or Chaos: A Discourse Analysis of Women’s Perceptions of the Culture of Change in the IT Industry By Published On :: Full Article
an Creation of Anticipatory Information Support for Virtual Organizations between System(S) Theory and System Thinking By Published On :: Full Article
an Do Project Manager’s Utilise Potential Customers in E-Commerce Developments? By Published On :: Full Article
an Restructuring an Undergraduate Database Management Course for Business Students By Published On :: Full Article
an Technology and Marginalization: A Case Study of the Limited Adoption of the Intranet at a State-owned Organization in Rural Australia By Published On :: Full Article
an Assessing the Impact of Instructional Methods and Information Technology on Student Learning Styles By Published On :: Full Article
an ERP Systems and User Perceptions: An Approach for Implementation Success By Published On :: Full Article
an The SWIMS CD-ROM Pilot: Using Community Development Principles and Technologies of the Information Society to Address Identified Informational Needs By Published On :: Full Article
an The Human Dimension on Distance Learning: A Case Study of a Telecommunications Company By Published On :: Full Article
an Teaching and Learning with BlueJ: an Evaluation of a Pedagogical Tool By Published On :: Full Article
an Communication and Cooperation: Technology Transfer on Australian Family Cotton Farms By Published On :: Full Article
an A Single Case Study Approach to Teaching: Effects on Learning and Understanding By Published On :: Full Article
an The Roles of Challenge and Skill in the Flow Experiences of Web Users By Published On :: Full Article
an Biases and Heuristics in Judgment and Decision Making: The Dark Side of Tacit Knowledge By Published On :: Full Article
an Communication Management and Control in Distance Learning Scenarios By Published On :: Full Article
an Guiding Students Learning Project Team Management from Their Own Practice By Published On :: Full Article
an Web Based vs. Web Supported Learning Environment – A Distinction of Course Organizing or Learning Style? By Published On :: Full Article
an How Much Can We Spare with E-business: Examining the Effects in Supply Chain Management By Published On :: Full Article
