Jointly Predicting Future Content in Multiple Social Media Sites Based on Multi-task Learning

User-generated contents (UGC) in social media are the direct expression of users’ interests, preferences, and opinions. User behavior prediction based on UGC has increasingly been investigated in recent years. Compared to learning a person’s behavioral patterns in each social media site separately, jointly predicting user behavior in multiple social media sites and complementing each other (cross-site user behavior prediction) can be more accurate. However, cross-site user behavior prediction based on UGC is a challenging task due to the difficulty of cross-site data sampling, the complexity of UGC modeling, and uncertainty of knowledge sharing among different sites. For these problems, we propose a Cross-Site Multi-Task (CSMT) learning method to jointly predict user behavior in multiple social media sites. CSMT mainly derives from the hierarchical attention network and multi-task learning. Using this method, the UGC in each social media site can obtain fine-grained representations in terms of words, topics, posts, hashtags, and time slices as well as the relevances among them, and prediction tasks in different social media sites can be jointly implemented and complement each other. By utilizing two cross-site datasets sampled from Weibo, Douban, Facebook, and Twitter, we validate our method’s superiority on several classification metrics compared with existing related methods.

Designing, Developing and Evaluating a Sustainable Shariah-Compliant E-Commerce Fashion Prototype

This paper describes the full process of design, development and evaluation of a Shariah-compliant e-commerce fashion prototype. The prototype was designed and developed based on Fogg’s (2003) Persuasive Technology principles, namely, the principle of suggestion, principle of similarity and principle of trustworthiness which are able to persuade consumers to visit and eventually purchase products from this site. User Experience Testing was conducted to evaluate user experience in terms of screen layout, features and functionality of the site. Findings of the study indicate that the information offered is useful and the website is well-designed. In addition, the suggestions on size and clothes based on users’ body measurement are helpful when choosing suitable clothes based on one’s body type. Therefore, it can be concluded that Shariah-compliant fashion on this e-commerce site is interesting, useful and user friendly, and thus, can be a sustainable go-to site of e-commerce for Muslim women.

An Alternative to Existing Library Websites : Evaluation of Nine Start Pages using Criteria Extracted from Library Literature

<p>This research evaluates nine internet start pages to determine whether they would be suitable for use in a library context. The methodology involved extracting ninety-six evaluation criteria from library literature and measuring each start page against those criteria. A quantitative measurement method was used, with a single researcher awarding marks of 1.0, 0.5 or 0.0 for each of the tested criteria. Results are displayed in statistical and chart form, and then discussed in narrative form. It is found that there is scope for using some of the tested start pages in a library setting. Sites that provided public pages, consistent speed, rich display and a wide range of library applicable content tested most effectively. However, no single start page met all the criteria. Some, such as iGoogle, lacked a public page, while others had problems loading consistently or provided limited content. Netvibes was the highest testing site. User testing should be conducted as an extension of this research.</p>

An Alternative to Existing Library Websites : Evaluation of Nine Start Pages using Criteria Extracted from Library Literature

<p>This research evaluates nine internet start pages to determine whether they would be suitable for use in a library context. The methodology involved extracting ninety-six evaluation criteria from library literature and measuring each start page against those criteria. A quantitative measurement method was used, with a single researcher awarding marks of 1.0, 0.5 or 0.0 for each of the tested criteria. Results are displayed in statistical and chart form, and then discussed in narrative form. It is found that there is scope for using some of the tested start pages in a library setting. Sites that provided public pages, consistent speed, rich display and a wide range of library applicable content tested most effectively. However, no single start page met all the criteria. Some, such as iGoogle, lacked a public page, while others had problems loading consistently or provided limited content. Netvibes was the highest testing site. User testing should be conducted as an extension of this research.</p>

View and Visits of Articles on Neglected Tropical Diseases in the Malaysian Medical Gazette Website

Introduction: The Malaysian Medical Gazette (MMG) is an online source of credible, informative and easily understandable articles for public consumption written by real doctors and healthcare professionals. Launched online at www.mmgazette.com by the Director General of Health, Malaysia. Among the articles published are those on Neglected Tropical Diseases (NTD), namely dengue, melioidosis, rabies and leprosy. These diseases have caused signific a nt morbidity and mortality in Malaysia; hence they are aimed to educate the public.Objective: We aim to determine the number of views and entries of articles on NTDs in the MMG from July 2018 until June 2019.Methods: This is a cross-sectional study looking into data analytics of the MMG website. The number of unique views and entries (the first page that is directly linked to) on NTD articles are identified and compared to the total number of views and visits of the entire website.Results: There are a total of 4,739,949 of total views on the MMG website. Out of that a total of 40,772 (0.86%) are views on NTD articles. The MMG website received 1,436,969 total visits from July 2018 to June 2019, with 13, 850 (0.96%) unique to NTD articles. A total of 35,913 were views on dengue articles whereby 11,511 (32.1%) were the unique visits by users. Views in Bahasa were more popular (27,487) compared to English (8,426). Other NTD views were quite modest for Rabies (2,170), Leprosy (2,076) and Melioidosis (613) in the past year.Conclusion: We found users of MMG to have a high number of views, with more than 40,000 views on NTD articles. Users preferred articles on dengue, and in Bahasa Malaysia as opposed to the English language. More studies should investigate the preference of online health site user in Malaysia to reach and educate Malaysian users.International Journal of Human and Health Sciences Supplementary Issue: 2019 Page: 52

The Analysis of Technologies Protecting from Web Browsers Identification

In the age of information technology, it is becoming increasingly difficult to maintain privacy. Sometimes anonymity on the Internet helps to protect everyone’s right. Anonymity on the Internet also helps to protect against possible illegal actions of third parties. There is a number of technologies that you can use to monitor site user activity. These include technologies such as cookies and fingerprints. Today, cookies technology is an important component of most operations on the Internet. This technology is considered to be one of the main tools that Internet resource owners use to track customers. However, this technique is gradually becoming obsolete and often does not give the desired effect. Fingerprint technology is a global identifier. Browser typos make its owner more recognizable not only on frequently visited Internet resources, but also in other electronic sources. Fingerprints capture the holistic picture that a resource receives from a web browser. This allows you to identify the client even if you make changes to your browser settings. This article deals with the problem of anonymity preservation in a network. The authors describe the main technologies for tracking the users’ website activity, the principles of their work, and the protection methods against these technologies. The advantages and disadvantages of the cookies and fingerprint technologies have also been determined.