199 lines
19 KiB
Markdown
199 lines
19 KiB
Markdown
-
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- tags:: [[Developers Support]], [[Empirical Studies]], [[Recommender Systems]], [[#zotero]]
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date:: 2014
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publisher:: ACM Press
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place:: "Hyderabad, India"
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isbn:: 978-1-4503-2863-0
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doi:: 10.1145/2597073.2597077
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title:: @Mining StackOverflow to turn the IDE into a self-confident programming prompter
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pages:: 102-111
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item-type:: [[conferencePaper]]
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access-date:: 2017-03-28T09:47:04Z
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original-title:: Mining StackOverflow to turn the IDE into a self-confident programming prompter
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language:: en
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url:: http://dl.acm.org/citation.cfm?doid=2597073.2597077
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authors:: [[Luca Ponzanelli]], [[Gabriele Bavota]], [[Massimiliano Di Penta]], [[Rocco Oliveto]], [[Michele Lanza]]
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library-catalog:: CrossRef
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links:: [Local library](zotero://select/library/items/XADHB8Z3), [Web library](https://www.zotero.org/users/1039502/items/XADHB8Z3)
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- ### Attachments
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- [Ponzanelli et al. - 2014 - Mining StackOverflow to turn the IDE into a self-c.pdf](zotero://select/library/items/TUAGTCE2) {{zotero-imported-file TUAGTCE2, "Ponzanelli et al. - 2014 - Mining StackOverflow to turn the IDE into a self-c.pdf"}}
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- ### Notes
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- # Annotazioni
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(14/1/2024, 22:35:16)
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“sources of information like” ([Ponzanelli et al., 2014, p. 1](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=1&annotation=TKXB6TSN))
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“API” ([Ponzanelli et al., 2014, p. 1](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=1&annotation=LE5VZCPL))
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“documentation” ([Ponzanelli et al., 2014, p. 1](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=1&annotation=AN5XQ4X2))
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“forums” ([Ponzanelli et al., 2014, p. 1](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=1&annotation=KCB9ZSMF))
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“Q&A websites” ([Ponzanelli et al., 2014, p. 1](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=1&annotation=AXC2AXZ6))
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“Knowing what to search for and how is nontrivial,” ([Ponzanelli et al., 2014, p. 1](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=1&annotation=9UY2KC3R))
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“given a context in the IDE,” ([Ponzanelli et al., 2014, p. 1](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=1&annotation=VEAS2N8B))
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“automatically retrieves pertinent discussions from Stack Overflow,” ([Ponzanelli et al., 2014, p. 1](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=1&annotation=QRN836S2))
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“valuates their relevance, and, if a given confidence threshold is surpassed, notifies the developer about the available help.” ([Ponzanelli et al., 2014, p. 1](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=1&annotation=ESSBZXIN))
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“ranking model” ([Ponzanelli et al., 2014, p. 1](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=1&annotation=IDT5Y9WG))
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“usefulness” ([Ponzanelli et al., 2014, p. 1](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=1&annotation=AH5AXHBH))
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“Every time developers need to look for information, they interrupt their work flow,” ([Ponzanelli et al., 2014, p. 1](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=1&annotation=X965XX3C))
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“eave the IDE” ([Ponzanelli et al., 2014, p. 1](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=1&annotation=USPQXBKY))
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“Web browser to perform and refine searches, and assess the results” ([Ponzanelli et al., 2014, p. 1](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=1&annotation=3DIRZC4I))
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“the problem context in the IDE. The information is retrieved from differen” ([Ponzanelli et al., 2014, p. 1](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=1&annotation=G3EH2BPP)) This is a test [[P1]]
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“s forums, mailing lists [2], blogs, Q&A websites, bug trackers [1]” ([Ponzanelli et al., 2014, p. 1](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=1&annotation=SMEDEG7A))
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“Recommender systems” ([Ponzanelli et al., 2014, p. 1](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=1&annotation=BWZ6MQ5E))
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“eR” ([Ponzanelli et al., 2014, p. 1](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=1&annotation=HRIMGHRB))
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“ose” ([Ponzanelli et al., 2014, p. 1](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=1&annotation=CTZBG66M))
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“eepI” ([Ponzanelli et al., 2014, p. 1](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=1&annotation=3DMSXE7U))
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“suggest project artifacts in the IDE aiming at providing developers with additional information on specific parts of the system.” ([Ponzanelli et al., 2014, p. 1](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=1&annotation=7GA5WQU7))
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“Ideally, a recommender system should behave like a prompter in a theatre: Ready to provide suggestions whenever the actor needs them, and ready to autonomously give suggestions if it feels something is going wrong.” ([Ponzanelli et al., 2014, p. 1](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=1&annotation=YRCHT7QL))
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“driver” ([Ponzanelli et al., 2014, p. 1](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=1&annotation=MAH8YM73))
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“e” ([Ponzanelli et al., 2014, p. 1](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=1&annotation=SVNEEAIG))
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“observer,” ([Ponzanelli et al., 2014, p. 1](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=1&annotation=PJ44HY4W))
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“interrupts the driver by giving suggestions.” ([Ponzanelli et al., 2014, p. 1](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=1&annotation=J95PSU4W))
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“the driver can consult the observer whenever she needs it, making the observer” ([Ponzanelli et al., 2014, p. 1](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=1&annotation=9892GBLH))
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“the programming prompter of the programming actor.” ([Ponzanelli et al., 2014, p. 1](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=1&annotation=MIEXSPLG))
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“push notifications” ([Ponzanelli et al., 2014, p. 1](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=1&annotation=WGRMENCG))
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“relevant Stack Overflow discussions to the developer. Prompter makes” ([Ponzanelli et al., 2014, p. 1](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=1&annotation=ADZJ8JES))
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“IDE” ([Ponzanelli et al., 2014, p. 1](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=1&annotation=XLVR9WM8))
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“silently observes and analyzes” ([Ponzanelli et al., 2014, p. 1](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=1&annotation=FAS939MB))
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“the code context in the IDE” ([Ponzanelli et al., 2014, p. 1](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=1&annotation=VPN32KPL))
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“automatically searches for Stack Over-” ([Ponzanelli et al., 2014, p. 1](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=1&annotation=8BFR5WMF))
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“flow discussions on the Web” ([Ponzanelli et al., 2014, p. 1](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=1&annotation=YX6VALLH))
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“evaluates their relevance by taking i” ([Ponzanelli et al., 2014, p. 1](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=1&annotation=FEMKL7JQ))
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“consideration code aspects” ([Ponzanelli et al., 2014, p. 1](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=1&annotation=P4SGW8MV))
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[image] ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=2&annotation=WEMPHHHV))
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([Ponzanelli et al., 2014, p. 2](zotero://select/library/items/XADHB8Z3)) This is very interesting
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“(i) receive and track notifications” ([Ponzanelli et al., 2014, p. 2](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=2&annotation=WRG8KEAA))
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“(ii) read the suggested Stack Overflow discussions.” ([Ponzanelli et al., 2014, p. 2](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=2&annotation=8MXP5PHA))
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“code contexts (1) every time a change in the source code occurs” ([Ponzanelli et al., 2014, p. 2](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=2&annotation=AI2BFIBK))
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“formulates a query starting from the code context (2)” ([Ponzanelli et al., 2014, p. 2](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=2&annotation=X638NDXX))
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“rompter submits a new search only if the query diff” ([Ponzanelli et al., 2014, p. 2](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=2&annotation=5356QHEI))
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“plug-in,” ([Ponzanelli et al., 2014, p. 2](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=2&annotation=QLJU4C7T))
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“the search engines to which the query is sent,” ([Ponzanelli et al., 2014, p. 2](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=2&annotation=HA3U34RP))
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“Stack Overflow API” ([Ponzanelli et al., 2014, p. 2](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=2&annotation=YSVILJLV))
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“Web search on the Stack Overflow website” ([Ponzanelli et al., 2014, p. 2](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=2&annotation=JJ23WAKI))
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“All resulting URLs are collected and duplicates removed (5).” ([Ponzanelli et al., 2014, p. 2](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=2&annotation=CLNERTE7))
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“The service uses the Stack Overflow question ID to retrieve the discussion via the Stack Overflow API (6)” ([Ponzanelli et al., 2014, p. 2](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=2&annotation=UXKHB39D))
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“discussion is, given the code context, ranked (7) a” ([Ponzanelli et al., 2014, p. 3](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=3&annotation=NKV6F3P3))
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“he ranked list of URLs is sent back to the plug-in where Prompter decides whether to fire a” ([Ponzanelli et al., 2014, p. 3](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=3&annotation=I2TBBHYW))
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“new notification in the IDE (8).” ([Ponzanelli et al., 2014, p. 3](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=3&annotation=MVAQYSTX))
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“Our previous work in this context [28] only used text similarity as a means to retrieve Stack Overflow discussions related to the actual code” ([Ponzanelli et al., 2014, p. 3](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=3&annotation=7A8WBTCC))
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“The approach we present here relies on several combined aspects, and has proven to be more robust and less error-prone.” ([Ponzanelli et al., 2014, p. 3](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=3&annotation=F89TBB2I))
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“rompter waits until the developer stops writing” ([Ponzanelli et al., 2014, p. 3](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=3&annotation=WBYASUID))
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“current code ele-” ([Ponzanelli et al., 2014, p. 3](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=3&annotation=2KJRQFB6))
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“ment” ([Ponzanelli et al., 2014, p. 3](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=3&annotation=3RI8CIB6))
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“extracts the current context” ([Ponzanelli et al., 2014, p. 3](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=3&annotation=4R83MWT7))
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“,packageName.ClassName f” ([Ponzanelli et al., 2014, p. 3](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=3&annotation=ZX5ENCLR))
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“me for classes” ([Ponzanelli et al., 2014, p. 3](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=3&annotation=GNXCXQJ9))
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“packageName.ClassName.methodSignature for methods;” ([Ponzanelli et al., 2014, p. 3](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=3&annotation=Y5CLQEN2))
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“the source code of the modified element” ([Ponzanelli et al., 2014, p. 3](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=3&annotation=32LSQ9AS))
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“the types of the used API,” ([Ponzanelli et al., 2014, p. 3](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=3&annotation=969AUBHT))
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“the names of methods invoked in the API, again considering only external libraries and JDK only.” ([Ponzanelli et al., 2014, p. 3](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=3&annotation=HHHZL5WU))
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“automate the triggering of searche” ([Ponzanelli et al., 2014, p. 3](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=3&annotation=6VX68IDX))
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“es” ([Ponzanelli et al., 2014, p. 3](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=3&annotation=QRYEAKWN))
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“treat the code as a bag of words” ([Ponzanelli et al., 2014, p. 3](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=3&annotation=ZMAF4F8R))
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“(i) splitting identifiers and removing stop words” ([Ponzanelli et al., 2014, p. 3](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=3&annotation=9M7ZK85N))
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“(ii) ranking the obtained terms according to their frequency” ([Ponzanelli et al., 2014, p. 3](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=3&annotation=7W2S4XFP))
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“(iii) selecting the top-n most frequent terms” ([Ponzanelli et al., 2014, p. 3](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=3&annotation=QFK3NKGY))
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“d more discriminative terms” ([Ponzanelli et al., 2014, p. 3](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=3&annotation=5FCGMDS6))
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“term entropy can be used to lower the prominence of frequent terms that do not suffi” ([Ponzanelli et al., 2014, p. 3](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=3&annotation=23X87F8Y))
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“the Query Generation Service selects the top n terms to devise the query, plus the word java.” ([Ponzanelli et al., 2014, p. 3](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=3&annotation=S7XAN8JG))
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“To overcome this problem, before selecting the n terms to create the query, we use the Levenshtein distance [21] to verify if in the context there are terms with a very high textual similarity.” ([Ponzanelli et al., 2014, p. 3](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=3&annotation=3WS9ZJCM))
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“1. Textual Similarity:” ([Ponzanelli et al., 2014, p. 3](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=3&annotation=6B7S2ETH))
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“2. Code Similarity:” ([Ponzanelli et al., 2014, p. 3](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=3&annotation=NBMHABJY))
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“3. API Types Similarity” ([Ponzanelli et al., 2014, p. 3](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=3&annotation=6AUWRIE4))
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“4. API Methods Similarity:” ([Ponzanelli et al., 2014, p. 3](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=3&annotation=UI83BQP6))
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“JDT” ([Ponzanelli et al., 2014, p. 3](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=3&annotation=C6X54YGH))
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“5. Question Score:” ([Ponzanelli et al., 2014, p. 4](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=4&annotation=CWIGEVZY))
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“sigmoid function:” ([Ponzanelli et al., 2014, p. 4](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=4&annotation=IWFMVNP9))
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“where x is the score and ̄ x is the average of the scores of all the questions in Stack Overflow according to the data dump of June 2013.” ([Ponzanelli et al., 2014, p. 4](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=4&annotation=95NEJH79))
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“6. Accepted Answer Score:” ([Ponzanelli et al., 2014, p. 4](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=4&annotation=WYAU5F4J))
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“7. User Reputation:” ([Ponzanelli et al., 2014, p. 4](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=4&annotation=J5T3LVC4))
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“8. Tags Similarity: T” ([Ponzanelli et al., 2014, p. 4](zotero://select/library/items/XADHB8Z3)) ([pdf](zotero://open-pdf/library/items/TUAGTCE2?page=4&annotation=498VWXQI))
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