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ai-se / ML-assisted-SLR

Automated Systematic Literature Review
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Jul-13-2016 #13

Closed azhe825 closed 7 years ago

azhe825 commented 8 years ago

Numbers

Retrieved from IEEE by search string: 6963 Target: 70 Target in IEEE: 37 (23) Target in IEEE+acm: 25 Target in other: 8

Injected into Elasticsearch: 7002 Pos in Elasticsearch: 62

Simple result:

An extreme one

To DO:

  1. make the simple experiment more complete:
    • include acm results
    • inject full text (may not be useful)
    • repeat N times? (how to report)
  2. do experiments on other initial set, compare with other baseline approaches:
    • several candidates are listed in #14
    • shall we do a traditional SLR on SLR ourselves?
  3. some questions want to know
    • RQ1: Does primary selection cost a lot in conventional SLR? Can be answered by SLR on SLR, or interview?
    • RQ3: will Learning based SLR be not thorough enough compared to conventional SLR? Can be answered by SLR on SLR.
  4. read