List of Figures: Figure 1: User nodes Figure 2: Social Network graph structure Figure 3: Project Model Figure 4: PageRank Process Figure 5: main stages of a Giraph program Figure 6: Call graph for current implementation of parsing/graph constructing script Figure 7: User Mention graph (full) User Mention graph (Users in the collection only) Figure 8: Figure 9: Graph example List of Tables: Table 1: Importance values of the tweets 2: Importance values of webpages 3: PageRank output for tweets/webpages Acknowledgments We would like to thank Dr. Edward A. Fox (instructor of the course) for guiding us through the development of this project. In addition, we would also like to thank the US National Science Foundation for support of grant IIS - 1319578. We would also like to thank Mohamed Magdy and Sunshin Lee for their unconditional support. We would also like to thank the Reducing Noise team for providing the cleaned web pages and the Hadoop team in helping out with the HBase schema designed for our team. We would also like to thank other teams for providing valuable comments to every report that we submitted, which only made us work better in achieving the goals of the project.
List of Figures: Figure 1: User nodes Figure 2: Social Network graph structure Figure 3: Project Model Figure 4: PageRank Process Figure 5: main stages of a Giraph program Figure 6: Call graph for current implementation of parsing/graph constructing script Figure 7: User Mention graph (full) Figure 8: User Mention graph (Users in the collection only) Figure 9: Graph example List of Tables: Table 1: Importance values of the tweets 2: Importance values of webpages 3: PageRank output for tweets/webpages Acknowledgments We would like to thank Dr. Edward A. Fox (instructor of the course) for guiding us through the development of this project. In addition, we would also like to thank the US National Science Foundation for support of grant IIS - 1319578. We would also like to thank Mohamed Magdy and Sunshin Lee for their unconditional support. We would also like to thank the Reducing Noise team for providing the cleaned web pages and the Hadoop team in helping out with the HBase schema designed for our team. We would also like to thank other teams for providing valuable comments to every report that we submitted, which only made us work better in achieving the goals of the project.
Report_SN.docx