Search Results - "Web navigation"

Mining web navigation profiles for recommendation systems by AlMurtadha, Yahya M., Sulaiman, Md. Nasir, Mustapha, Norwati, Udzir, Nur Izura

“…Learning and mining the web navigation profiles followed by enhanced classification to the similar activities of previous users will provide an appropriate model to recommend to the current anonymous active user with short term navigation. …”
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Web Spambot Detection Based on Web Navigation Behaviour by Hayati, Pedram, Potdar, Vidyasagar, Chai, Kevin, Talevski, Alex

“…While most of the research in anti-spam filtering focuses on the identification of spam content on the web, only a few have investigated the origin of spam content, hence identification and detection of web spambots still remains an open area of research.In this paper, we describe an automated supervised machine learning solution which utilises web navigation behaviour to detect web spambots. We propose a new feature set (referred to as an action set) as a representation of user behaviour to differentiate web spambots from human users. …”
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The Construction of Web Navigation Model in Online Automated Universities' Students Matching System (OAUSMS) by Shamsul Jamel Elias, Jamaluddin Jasmis, Rohaizak Omar , Mohd Rizaimy Shaharudin, Suhardi Wan Mansor

“…Navigational contexts are defined and access structures are added in this stage as a finalized form of web navigation model. As a result, this research is targeted to eliminate user frustration as a cause of lost in hyperspace. …”
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An investigation into accessible Web navigation for the blind people by Zainal Abidin, Ahmad Hisham, Hong, Xie, Kok, Wai Wong

“…Therefore, users’ spatial ability plays an important determinant for the Web navigability using touch screen with audio feedback.…”
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Adaptive method to improve web recommendation system for anonymous users by Almurtadha, Yahya Mohammed

“…An enhanced classification algorithm is used to assign the current anonymous user to the best web navigation profile. As the users‟ interests change over time, the recommender system has the ability to modify the current web navigation profiles and keep them updated. …”
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iPACT: improved web page recommendation system using profile aggregation based on clustering of transactions by Almurtadha, Yahya Mohammed, Sulaiman, Md. Nasir, Mustapha, Norwati, Udzir, Nur Izura

“…Conclusion: The users interests change over time; hence an incremental and adaptive web navigation profiling is a key feature for the future works.…”
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Usage of health information websites : a systematic review of older adults’ preferences for web features by Ng, Cheah Ping, Devinder Kaur Ajit Singh, Saravana Kumar, Tan, Maw Pin

“…The web feature preferences of older adults were grouped into three domains: web presentation factors, web navigation factors and health information preferences. …”
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Expectation maximization clustering algorithm for user modeling in web usage mining system by Mustapha, Norwati, Jalali, Manijeh, Jalali, Mehrdad

“…Web usage mining algorithms have been widely utilized for modeling user web navigation behavior. In this study we advance a model for mining of user’s navigation pattern. …”
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A new classification model for online predicting users' future movements by Jalali, Mehrdad, Mustapha, Norwati, Mamat, Ali, Sulaiman, Md. Nasir

“…We can exploit Web Usage Mining for Knowledge extracting based on user behavior during the web navigation. The WUM applies data mining techniques for extracting knowledge from user log files in the particular web server. …”
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Applying heuristics evaluation to improve the usability of malaysia accounting training management system by Zuraidah, Mat Harun, Azma, Abdullah, Gunaratnam, Kiriyadhatshini

“…The consideration of web navigation, web usability and web accessibility are compulsory to make a website was designed in a user-friendly format. …”
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Validation of individual identification through decision tree packet header profiling by Khairul Osman, T'ng, Qi Feng, Hairee Izzam Mohd Noor, Noor Hazfalinda Hamzah, Gina Francesca Gabriel

“…This study utilises the decision tree classification approach to characterise users from their behavioural web navigation pattern using the meta-data of captured network packets (Destination IP, Protocol, Port Source, and Port Destination). …”
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Key usability factors of service-oriented web sites for students: an empirical study by Nathan, Robert J., Yeow, Paul H.P., Murugesan, San

“…Seven WIUFs were tested: use of colour and font (UCF), use of graphics and multimedia (UGM), clarity of goals in web site (CGW), trustworthiness of web site (TOW), interactivity of web site (IOW), ease of web navigation (EWN), and download speed of web site (DSOW). …”
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