You tube spam comment detection using support vector machine and k–nearest neighbor

Social networking such as YouTube, Facebook and others are very popular nowadays. The best thing about YouTube is user can subscribe also giving opinion on the comment section. However, this attract the spammer by spamming the comments on that videos. Thus, this study develop a YouTube detection framework by using Support Vector Machine (SVM) and K-Nearest Neighbor (k-NN). There are five (5) phases involved in this research such as Data Collection, Pre-processing, Feature Selection, Classification and Detection. The experiments is done by using Weka and RapidMiner. The accuracy result of SVM and KNN by using both machine learning tools show good accuracy result. Others solution to avoid spam attack is trying not to click the link on comments to avoid any problem

Identification of critical components of resilience during and after economic crises: The case of women food operators in Kuala Lumpur

In the past, there has been a preponderance of studies on entrepreneurs or small and medium enterprises (SMEs) in Malaysia; however, very few studies concentrated on women entrepreneurs. Women entrepreneurs are known to be persistent and resilient in running their business. However, it may be interesting to focus on factors or components that contribute towards their resiliency. Hence, this study explores the critical components of entrepreneurial resiliency which play a significant role in the business survival of women entrepreneurs during and after undergoing economic crises. The term resilience comprises three components, namely hardiness, resourcefulness, and optimism. Hardiness refers to adaptive capacity, and not easily discouraged by failures. Resourcefulness, on the other hand, relates to cash flow, investment, relational networks, material assets, and the ability to adapt to changes, while optimism means the preparedness to make decisions, take action, and the ability to see the humorous side of things. The sample of the study consisted of 100 women entrepreneurs, mainly food operators in Klang Valley who were selected randomly. Most of the women entrepreneurs were aged above 30 years, and more than half have more than 10 years’ experience in running their business. A set of questionnaire with items on entrepreneurial resilience and its components-hardiness, resourcefulness, and optimism-was used to gain information among women entrepreneurs. The findings show that the most critical components for resilience during crises was resourcefulness, while optimism emerged as the most important component after undergoing crises. © Asian Academy of Management and Penerbit Universiti Sains Malaysia, 2019

Critical Dimensions of EQ among Malay Women Entrepreneur in Malaysia

This paper highlights the dimensions of emotional quotients (EQ) of Malay women entrepreneurs who own either micro enterprises or small and medium size enterprises in Klang Valley, Malaysia. EQ comprise of five dimensions which are social skills, self-awareness, self-regulation, self-motivation, and empathy. About 1000 questionnaires were distributed around Klang Valley, Malaysia, with a 20% response rate. Out of 200, only 169 questionnaires were able to be used for the analysis of this study. The findings show that the most important dimension of EQ during economic crisis was self-regulation followed by self-motivation, empathy, social skills, and self-awareness. After the economic crisis, the most important dimension was self-awareness followed by social skills, self-motivation, self-regulation, and empathy. Hence, emotional quotients are important for Malay women entrepreneurs during the economic crisis to remain positive and endure business challenges in managing their business operations for business sustainability. The findings also highlighted that after the economic crisis, the focus was more towards facing business challenges from employees, customers, and other stakeholders due to increasing demand in products/services and business activities. To conclude, all the elements of each dimension were considered important for Malay women entrepreneurs during and after the economic crisis

The influence of national culture on the acceptance of computer based information systems Malaysian telecommunication perspective

Available from British Library Document Supply Centre- DSC:DXN055929 / BLDSC - British Library Document Supply CentreSIGLEGBUnited Kingdo

Assessment of innovation value chain in one of Malaysia public research institutes and government agencies

Innovation has long been recognized as an important driver and cultivator for organization growth and production of quality new product and services. There are several innovation measurement models or frameworks that can be used to assess innovation. Innovation value chain is one of the assessment tools that can be used to assess innovation process in a given organization. The innovation value chain assessment finding can be used to help organization identify the weaknesses of the innovation process in the organization. This paper presents the status of innovation value chain in one of Malaysia Public Research Institutes and Government Agencies and proposes guidance on how to improve on the identified weaknesses. A survey questionnaire was sent to 140 staffs in an organization representing one of Malaysia Public Research Institutes and Government Agencies. The finding of the study shows that there existed an innovation culture in the selected organization which promotes innovation within the organization. However, they need to improve on some of areas related the processes along the idea generation, conversion and diffusion phase. The result of this research shows that there existed weaknesses and recommends a guidance that could be beneficial for organization that have same problem scenari

The Influence of Multimedia Supported Courseware with Collaborative Learning in Algebraic Fractions and Problem Solving Skills among Pre-University Students

A strong understanding in elementary mathematics played an important factor in progressing in higher semesters in the learning life of a university engineering student. This paper tries to describe the contribution of an interactive multimedia courseware CD with Collaborative Learning (CDiCL) principles in the learning of algebraic fractions among pre-engineering students in a polytechnic, Malaysia. The research method used was quasi-experimental plus participant observation. Four different groups of students ( n=137) were used. Control, Collaborative Learning only group, CD only group and CDiCL group. Pre and Post Test were used to collect primer data. Quantitative data analysis showed that CDiCL group scored the highest while CL group scored the least. This paper will only focus on the influence of using CDiCL towards this learning through the analysis of the interview protocol and the error exhibited in the answer scripts of an important test within the syllabus of the polytechnic education. Semi-structured interviews and transciption were used to triangulate the quantitative findings from the above Pre and Post Test results

ICT innovation strategy in Malaysia public research institutes

Information and Communication Technology (ICT) play important roleswithin the rapid growth of innovation environment. The roles include as a changeagent, enhancing e-business requirements, promoting globalization and innovation,contributing to productivity growth, strengthening competitiveness, improving business processes along the whole value chain, determining future business strategies and generating profits for business. Previous studies have shown that by adopting ICT, theorganization will attain positive impacts of innovation especially in product innovation, process innovation and competitive advantage. This indicates that ICT has significantly contributed towards promoting innovation in the organization. This paper presents theresults of the study of ICT innovation in Malaysian Public Research Institute and Government Agencies (IPA). The study focuses on existing ICT strategies that promoteinnovation in IPA. Data was collected through questionnaires which were distributed tothe selected Heads of IT in IPA. The findings of the study shows ICT innovation helped IPA in areas of creativity, product development, capacity development and strategic.This research also shows that IPA produced several ICT strategic applications for promoting innovation derived from ICT Strategic Plan (ICTSP). This research will helpother research institutes to learn from each other and practice innovation in their organization