Assisting End-users in Filling Out Web Services

With the quick advance of web service technologies, end-users can conduct various on-line tasks, such as shopping on-line. Usually, end-users compose a set of services to accomplish a task, and need to enter values to services to invoke the composite services. Quite often, users re-visit websites and use services to perform re-occurring tasks. The users are required to enter the same information into various web services to accomplish such re-occurring tasks. However, repetitively typing the same information into services is a tedious job for end-users. It can negatively impact user experience when an end-user needs to type the re-occurring information repetitively into web services. Recent studies have proposed several approaches to help users fill in values to services automatically. However, prior studies mainly suffer the following drawbacks: (1) limited support of collecting and analyzing user inputs; (2) poor accuracy of filling values to services; (3) not designed for service composition. To overcome the aforementioned drawbacks, we need maximize the reuse of previous user inputs across services and end-users. In this thesis, we introduce our approaches that prevent end-users from entering the same information into repetitive on-line tasks. More specifically, we improve the process of filling out services in the following 4 aspects: First, we investigate the characteristics of input parameters. We propose an ontology-based approach to automatically categorize parameters and fill values to the categorized input parameters. Second, we propose a comprehensive framework that leverages user contexts and usage patterns into the process of filling values to services. Third, we propose an approach for maximizing the value propagation among services and end-users by linking a set of semantically related parameters together and similar end-users. Last, we propose a ranking-based framework that ranks a list of previous user inputs for an input parameter to save a user from unnecessary data entries. Our framework learns and analyzes interactions of user inputs and input parameters to rank user inputs for input parameters under different contexts.

Education and Self-Cultivation: Foundational Changes for Existential Flourishing

The strained relationship between pedagogy and self-cultivation is often overlooked in favour of more pressing and profitable concerns within educational institutions. However, the end of education is not a well-paying job. It is often thought that education will produce a certain type of learned individual. Students are entered into educational institutions from a very young age and spend most of their youth within them, subsequently forming a part of themselves, their self-identify and agency, through these institutions. A significant amount of trust is placed in the hands of educators not only to impart information about various subject matters but to teach students how to think. This, however, is a difficult task which cannot be completely accomplished; thinking is a skill which an educator can promote but only the individual can cultivate. If self-cultivation is not the end of pedagogical practice and education, there is something deeply contradictory between the theoretical and practical values and aims of educational institutions.This thesis will address the problems caused by the neglect of self-cultivation within the pedagogical practices of contemporary educational institutions. I argue that self-cultivation, existential learning and flourishing should be the focus of these institutions. Educational institutions can make alternative efforts not only to improve the learning environment for these students but to prepare them to cope with existential questions. By acknowledging and focusing on the significance of self-cultivation, educational institutions can and should make efforts not only to teach useful, marketable skills and information but to also nurture the agency and mental well-being of the student him- or herself. My hope is that this thesis will be the first step towards answering a larger concern: How can educational institutions alleviate the struggles of students, particularly the seemingly growing number who are suffering from depression, by appealing to notions of self-cultivation?