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Check out/Obtain from: UTS OPUS or Publisher's web page Patent claims ordinarily embody one of the most critical phrases and the core technological scope to define the defense of an creation, which makes them The best resource for patent information and subject matter modify Investigation. Nonetheless, manually conducting content material Evaluation on huge specialized phrases is quite time-consuming and laborious. Even with the help of conventional text mining strategies, it remains challenging to product subject matter improvements eventually, for the reason that solitary keywords alone are generally far too typical or ambiguous to represent an idea. Also, expression frequency which used to define a subject are unable to individual polysemous text that are actually describing a distinct theme. To handle this challenge, this analysis proposes a topic improve identification tactic dependant on Latent Dirichlet Allocation to model and evaluate topic adjustments with minimum human intervention.

Perspective/Down load from: UTS OPUS or Publisher's site A bilevel choice problem might have numerous followers as the lower decision units and have fuzzy demands simultaneously. This paper focuses on difficulties of fuzzy linear bilevel choice generating with numerous followers who share a standard aim but have distinctive constraints (FBOSF).

See/Obtain from: UTS OPUS E-government (e-Gov) has become among The key parts of government methods. Major efforts are already dedicated to e-Gov tourism services in several nations around the world for the reason that tourism is among the significant worthwhile industries. On the other hand, the current e-Gov tourism services are restricted to easy on-line presentation of tourism data. Smart e-Gov tourism services, like the individualized e-Gov (Pe-Gov) tourism services, are very fascinating for helping consumers make a decision âin which to go, and how to proceed/seeâ among large number of Locations and massive attractiveness and things to do.

Perspective/Down load from: UTS OPUS or Publisher's internet site This paper applies bilevel optimization tactics and fuzzy established idea to product and support bidding strategy producing in electricity markets. By examining the strategic bidding behavior of producing companies, we Develop up a fuzzy bilevel optimization design for day-forward electric power market place tactic producing. In this particular design, Just about every producing company chooses the bids To optimize the individual income.

Watch/Down load from: UTS OPUS or Publisher's site Recommender units, as a highly effective personalization method, can counsel finest-suited things (goods or services) to individual buyers based on their own express and implicit Tastes by applying data filtering engineering. Collaborative filtering (CF) method is now the most popular and greatly adopted advice solution. It really works by amassing consumer scores for things in a provided area and by computing the similarity between the profiles of quite a few consumers to be able to advise merchandise. Present similarity steps and designs up-to-date by traditional product-dependent CF have, nonetheless, shortcomings with regard to precision of prediction and scalability of recommender methods.

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See/Obtain from: UTS OPUS Along with the dramatic rise in the amount of Asian pupils before several years, the cross-cultural training and learning predicament becomes an essential problem in Australian universities. To tickle this difficulty, we conducted a survey to students finding out Facts Know-how and Business enterprise classes in five Australian universities. A total of 639 Worldwide pupils and 387 regional pupils done the questionnaire survey. Our survey effects exposed several leaning problems struggling with international students, Specifically initial yr Asian learners. College student and employees interviews have been also carried out to find out further more points that may not be coated by the questionnaire, and to examine if the study (and job interview) success represent the identical perspective within the staff side.

Look at/Download from: UTS OPUS or Publisher's site Decision earning needs numerous Views of different people as one one determination maker may haven't adequate knowledge to properly remedy a link problem alone. This is especially real when the choice environment becomes far more sophisticated. More organizational selections are made now in teams than ever before prior to. Group conclusion creating is thus a strategy of arriving in a judgment or an answer for a decision challenge determined by the input and opinions of numerous people today.

Her major investigate pursuits lie in the region of knowledge-pushed prediction and conclusion aid devices, recommender programs, principle drift detection, fuzzy details processing and fuzzy transfer Finding out. She has revealed six research guides and 350 papers in refereed journals and convention proceedings.

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Look at/Download from: UTS OPUS or Publisher's web-site The web offers excellent possibilities to organizations in a variety of elements of advancement which include obtaining a company lover on the net. However, Using the speedy development of World wide web data, enterprise consumers battle with details overload and increasingly discover it hard to locate the ideal information and facts at the ideal time. In the meantime, tiny and medium firms (SMBs), particularly, are searching for a person-to-a person e-services from governing administration in present-day very competitive markets. How can business end users be presented with data and services certain for their desires, in lieu of an undifferentiated mass of information? An effective solution proposed During this review is the event of customized e-services. Recommender methods is a powerful technique for your implementation of Personalized E-Support which has gained huge exposure in e-commerce in recent times.

Perspective/Down load from: UTS OPUS or Publisher's web site Bilevel programming offers a way of supporting two level non-cooperative decision-building. When a call maker for the upper level (the chief) tries to improve an goal, the choice maker for the lower stage (the follower) tries to find an optimized system Based on Each individual with the website optimization services in sydney achievable decisions made by the chief. A bilevel choice product is Usually based on gurus knowledge of probable options produced by determination makers at each concentrations. The parameters, either in the target functions or constraints with the leader or maybe the follower in a bilevel selection product, are as a result hard to characterize by precise values.

, pp. 404-409. This paper applies Bayesian network technique to design and inference the unsure relationships amid Value things and advantage components in E-services. A cost-reward element-relation product proposed in our past study is considered as domain know-how and the data collected via a study is as evidence to carry out inference. As a result of calculating conditional probability distribution amid variables and conducting inference, this paper identifies that certain Expense things are considerably far more Important than Other individuals to selected reward things. In particular, this research found that 'enhanced expenditure in protecting E-services' would considerably lead to 'improving perceived business picture' and 'getting aggressive pros', and 'increased financial investment In staff coaching' would considerable contribute to 'knowing business methods'.

Look at/Down load from: UTS OPUS or Publisher's website Strategic bidding troubles are getting to be key issues in competitive electrical power marketplaces. This paper applies bilevel optimization idea to deal with this issue. We very first assess building business strategic bidding behaviors and develop a bilevel optimization design for per day-forward energy market. On this bilevel optimization design, Just about every making business will pick their bids in order to maximize their personal revenue. A current market operator will identify the output power for every device and uniform marginal price according to the minimization obtain electrical power fare.

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