[madPL] PL Seminar: Yasharth Bajpai & Priyanshu Gupta

[LAUREN MARIE NEUDORF <lneudorf@xxxxxxxx>]

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ORGANIZER;CN=LAUREN MARIE NEUDORF:mailto:lneudorf@xxxxxxxx
ATTENDEE;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN=pl-seminar
 @cs.wisc.edu:mailto:pl-seminar@xxxxxxxxxxx
DESCRIPTION;LANGUAGE=en-US:Via zoom: https://uwmadison.zoom.us/j/9799074613
 8\nTitle: Overwatch: Learning Patterns in Code Edit Sequences\nAbstract: "
 Integrated Development Environments (IDEs) provide tool support to automat
 e many source code editing tasks. Traditionally\, IDEs use only the spatia
 l context\, i.e.\, the location where the developer is editing\, to genera
 te candidate edit recommendations. However\, spatial context alone is ofte
 n not sufficient to confidently predict the developerâs next edit\, and 
 thus IDEs generate many suggestions at a location. Therefore\, IDEs genera
 lly do not actively offer suggestions and instead\, the developer is usual
 ly required to click on a specific icon or menu and then select from a lar
 ge list of potential suggestions. As a consequence\, developers often miss
  the opportunity to use the tool support because they are not aware it exi
 sts or forget to use it.\nTo better understand common patterns in develope
 r behavior and produce better edit recommendations\, we can additionally u
 se the temporal context\, i.e.\, the edits that a developer was recently p
 erforming. To enable edit recommendations based on temporal context\, we p
 resent Overwatch\, a novel technique for learning edit sequence patterns f
 rom traces of developersâ edits performed in an IDE. Our experiments sho
 w that Overwatch has 78% precision and that Overwatch not only completed e
 dits when developers missed the opportunity to use the IDE tool support bu
 t also predicted new edits that have no tool support in the IDE."\n\n\n
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 010000000C17E89ABD6E7F14781A474FBD3865ECB
SUMMARY;LANGUAGE=en-US:PL Seminar: Yasharth Bajpai & Priyanshu Gupta
DTSTART;TZID=Central Standard Time:20221212T130500
DTEND;TZID=Central Standard Time:20221212T140500
CLASS:PUBLIC
PRIORITY:5
DTSTAMP:20221205T220414Z
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