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This dissertation consists of three essays focused on data mining in enterprise information systems. The first essay examines an algorithm for clustering text documents to discover topic hierarchies from streaming data sources such as newswires and blogs. The second essay develops a collaborative filtering approach using multi-component rating data to provide movie recommendations. The third essay presents a framework for analyzing conversations in intra-organizational blogs, including...
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A doctoral dissertation is a substantial piece of academic work that presents original research and findings, completed as a requirement for earning a doctoral degree.
Doctoral candidates who are completing their PhD or equivalent doctoral programs are required to file their doctoral dissertation.
To fill out a doctoral dissertation, candidates typically follow their institution's specific guidelines regarding format, structure, and required sections, ensuring that all components such as abstracts, chapters, and references are included accurately.
The purpose of a doctoral dissertation is to contribute new knowledge to a specific field through original research, demonstrating the candidate's expertise and competence in the subject area.
A doctoral dissertation must report information including the research problem, literature review, methodology, findings, discussions, conclusions, and references.
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