CS 784 Project - Margaret Pearce and Kaashyapee Jha

1) Form teams of 1-2 persons

Team: Kaashyapee Jha and Margaret Pearce, topic: books (Goodreads and Barnes and Noble)

2) Obtain two relational tables A and B

Website A (Goodreads)

• HTML pages
• CSV file

Website B (Barnes and Noble)

• HTML pages
• CSV file

3) Perform blocking on the two tables A and B

• IPython file
• Table C csv (matched tuples)
• Blocking explanation
• Modified table A (removed spaces in headers)
• Modified table B (removed spaces in headers)

4) Create golden data and find the best matcher using Magellan

• Table G csv (manually labeled tuples)
• Matching explanation (pdf)
• Random forests debugging
• Log regression debugging

5) Final File Submission

• Original Input Files: Table A , Table B
• Input Tables with Error Fixes: Table A, Table B
• Labeled data without Error Fixes: Labeled Data
• Development Set: Dev Set (I)
• Evaluation Set: Eval Set (J)

Magellan Report- Bonus

Magellan Report