1541 lines
86 KiB
Clojure
1541 lines
86 KiB
Clojure
{:highlights [{:id #uuid "654cf55c-0711-4113-8546-4963e635cb90",
|
||
:page 1,
|
||
:position {:bounding {:x1 0,
|
||
:y1 62.371910095214844,
|
||
:x2 825.7095688134432,
|
||
:y2 417.81817626953125,
|
||
:width 1017.9999999999999,
|
||
:height 1317.4117647058822},
|
||
:rects ({:x1 0,
|
||
:y1 62.371910095214844,
|
||
:x2 0,
|
||
:y2 81.54219818115234,
|
||
:width 1017.9999999999999,
|
||
:height 1317.4117647058822}
|
||
{:x1 0,
|
||
:y1 78.37567901611328,
|
||
:x2 0,
|
||
:y2 97.54596710205078,
|
||
:width 1017.9999999999999,
|
||
:height 1317.4117647058822}
|
||
{:x1 0,
|
||
:y1 94.37944793701172,
|
||
:x2 0,
|
||
:y2 113.54973602294922,
|
||
:width 1017.9999999999999,
|
||
:height 1317.4117647058822}
|
||
{:x1 0,
|
||
:y1 110.38321685791016,
|
||
:x2 0,
|
||
:y2 129.5535125732422,
|
||
:width 1017.9999999999999,
|
||
:height 1317.4117647058822}
|
||
{:x1 0,
|
||
:y1 126.3869857788086,
|
||
:x2 0,
|
||
:y2 145.55728149414062,
|
||
:width 1017.9999999999999,
|
||
:height 1317.4117647058822}
|
||
{:x1 0,
|
||
:y1 142.3907470703125,
|
||
:x2 0,
|
||
:y2 161.56105041503906,
|
||
:width 1017.9999999999999,
|
||
:height 1317.4117647058822}
|
||
{:x1 0,
|
||
:y1 158.39451599121094,
|
||
:x2 0,
|
||
:y2 177.5648193359375,
|
||
:width 1017.9999999999999,
|
||
:height 1317.4117647058822}
|
||
{:x1 0,
|
||
:y1 174.39828491210938,
|
||
:x2 0,
|
||
:y2 193.56858825683594,
|
||
:width 1017.9999999999999,
|
||
:height 1317.4117647058822}
|
||
{:x1 364.23550875484943,
|
||
:y1 196.24728393554688,
|
||
:x2 774.1531112939119,
|
||
:y2 213.2266845703125,
|
||
:width 1017.9999999999999,
|
||
:height 1317.4117647058822}
|
||
{:x1 76.64693148434162,
|
||
:y1 226.14952087402344,
|
||
:x2 163.98300631344318,
|
||
:y2 243.12892150878906,
|
||
:width 1017.9999999999999,
|
||
:height 1317.4117647058822}
|
||
{:x1 364.23550875484943,
|
||
:y1 226.14952087402344,
|
||
:x2 483.1362350732088,
|
||
:y2 243.12892150878906,
|
||
:width 1017.9999999999999,
|
||
:height 1317.4117647058822}
|
||
{:x1 76.64693148434162,
|
||
:y1 256.060302734375,
|
||
:x2 150.64082796871662,
|
||
:y2 273.0397033691406,
|
||
:width 1017.9999999999999,
|
||
:height 1317.4117647058822}
|
||
{:x1 364.23550875484943,
|
||
:y1 256.060302734375,
|
||
:x2 825.7095688134432,
|
||
:y2 273.0397033691406,
|
||
:width 1017.9999999999999,
|
||
:height 1317.4117647058822}
|
||
{:x1 76.64693148434162,
|
||
:y1 286.0994567871094,
|
||
:x2 231.3699997216463,
|
||
:y2 303.078857421875,
|
||
:width 1017.9999999999999,
|
||
:height 1317.4117647058822}
|
||
{:x1 364.23550875484943,
|
||
:y1 286.0994567871094,
|
||
:x2 508.1098373681307,
|
||
:y2 303.078857421875,
|
||
:width 1017.9999999999999,
|
||
:height 1317.4117647058822}
|
||
{:x1 364.23550875484943,
|
||
:y1 304.4053955078125,
|
||
:x2 475.66763766109943,
|
||
:y2 321.384765625,
|
||
:width 1017.9999999999999,
|
||
:height 1317.4117647058822}
|
||
{:x1 364.23550875484943,
|
||
:y1 322.7198486328125,
|
||
:x2 473.1370590478182,
|
||
:y2 339.6992492675781,
|
||
:width 1017.9999999999999,
|
||
:height 1317.4117647058822}
|
||
{:x1 76.64693148434162,
|
||
:y1 352.6220703125,
|
||
:x2 297.91507418453693,
|
||
:y2 369.6014709472656,
|
||
:width 1017.9999999999999,
|
||
:height 1317.4117647058822}
|
||
{:x1 76.64693148434162,
|
||
:y1 370.9365539550781,
|
||
:x2 155.63327486813068,
|
||
:y2 387.91595458984375,
|
||
:width 1017.9999999999999,
|
||
:height 1317.4117647058822}
|
||
{:x1 76.64693148434162,
|
||
:y1 400.8387756347656,
|
||
:x2 309.8569381982088,
|
||
:y2 417.81817626953125,
|
||
:width 1017.9999999999999,
|
||
:height 1317.4117647058822}
|
||
{:x1 364.23550875484943,
|
||
:y1 400.8387756347656,
|
||
:x2 475.66763766109943,
|
||
:y2 417.81817626953125,
|
||
:width 1017.9999999999999,
|
||
:height 1317.4117647058822}),
|
||
:page 1},
|
||
:content {:text "AI-based Clustering of Similar Issues in GitHub’s Repositories Article Type: Full Length Article Keywords: Similar Issues; GitHub; Machine Learning; Maintenance; Clustering Corresponding Author: Hamzeh Eyal Salman Mutah University Karak, JORDAN Corresponding Author Secondary Information: Corresponding Author's Institution: Mutah University"},
|
||
:properties {:color "green"}}
|
||
{:id #uuid "654cf565-f328-4e8b-9126-0ca88fe5ce9a",
|
||
:page 3,
|
||
:position {:bounding {:x1 199.69659328460693,
|
||
:y1 180.26063537597656,
|
||
:x2 805.8557119369507,
|
||
:y2 206.5513153076172,
|
||
:width 990.1813202614378,
|
||
:height 1400.3987254901958},
|
||
:rects ({:x1 199.69659328460693,
|
||
:y1 180.26063537597656,
|
||
:x2 805.8557119369507,
|
||
:y2 206.5513153076172,
|
||
:width 990.1813202614378,
|
||
:height 1400.3987254901958}),
|
||
:page 3},
|
||
:content {:text "I-based Clustering of Similar Issues in GitHub’s Repositories"},
|
||
:properties {:color "green"}}
|
||
{:id #uuid "654cf582-ed5c-4879-849b-0e06165c581e",
|
||
:page 3,
|
||
:position {:bounding {:x1 342.6346893310547,
|
||
:y1 519.1468887329102,
|
||
:x2 1019.0418548583984,
|
||
:y2 541.6034927368164,
|
||
:width 1190.552,
|
||
:height 1683.78},
|
||
:rects ({:x1 342.6346893310547,
|
||
:y1 519.1468887329102,
|
||
:x2 1019.0418548583984,
|
||
:y2 541.6034927368164,
|
||
:width 1190.552,
|
||
:height 1683.78}),
|
||
:page 3},
|
||
:content {:text "The attractive repositories on Github receive a large number of issues daily."},
|
||
:properties {:color "green"}}
|
||
{:id #uuid "654cf595-c370-437b-9b2f-dabaf84d8c0e",
|
||
:page 3,
|
||
:position {:bounding {:x1 0,
|
||
:y1 94.37944793701172,
|
||
:x2 1061.522201538086,
|
||
:y2 589.4179458618164,
|
||
:width 1190.552,
|
||
:height 1683.78},
|
||
:rects ({:x1 0,
|
||
:y1 94.37944793701172,
|
||
:x2 0,
|
||
:y2 113.54973602294922,
|
||
:width 1190.552,
|
||
:height 1683.78}
|
||
{:x1 0,
|
||
:y1 110.38321685791016,
|
||
:x2 0,
|
||
:y2 129.55350494384766,
|
||
:width 1190.552,
|
||
:height 1683.78}
|
||
{:x1 1032.089096069336,
|
||
:y1 519.1468887329102,
|
||
:x2 1061.522201538086,
|
||
:y2 541.6034927368164,
|
||
:width 1190.552,
|
||
:height 1683.78}
|
||
{:x1 129.04856872558594,
|
||
:y1 543.0583877563477,
|
||
:x2 1061.301986694336,
|
||
:y2 565.5149917602539,
|
||
:width 1190.552,
|
||
:height 1683.78}
|
||
{:x1 129.04856872558594,
|
||
:y1 566.9613418579102,
|
||
:x2 973.0475921630859,
|
||
:y2 589.4179458618164,
|
||
:width 1190.552,
|
||
:height 1683.78}),
|
||
:page 3},
|
||
:content {:text "Assigning similar issues individually to different developers for validating and fixing introduces inconsistencies when asynchronously independent developers fix them, in addition to slowing the fixing process."},
|
||
:properties {:color "purple"}}
|
||
{:id #uuid "654cf5c4-718b-4d37-aaea-b4658b5ed7ad",
|
||
:page 3,
|
||
:position {:bounding {:x1 0,
|
||
:y1 142.39075469970703,
|
||
:x2 1061.303695678711,
|
||
:y2 637.2410049438477,
|
||
:width 1190.552,
|
||
:height 1683.78},
|
||
:rects ({:x1 0,
|
||
:y1 142.39075469970703,
|
||
:x2 0,
|
||
:y2 161.56104278564453,
|
||
:width 1190.552,
|
||
:height 1683.78}
|
||
{:x1 129.04856872558594,
|
||
:y1 590.8728408813477,
|
||
:x2 1061.303695678711,
|
||
:y2 613.3294448852539,
|
||
:width 1190.552,
|
||
:height 1683.78}
|
||
{:x1 129.04856872558594,
|
||
:y1 614.7843399047852,
|
||
:x2 378.4303741455078,
|
||
:y2 637.2410049438477,
|
||
:width 1190.552,
|
||
:height 1683.78}),
|
||
:page 3},
|
||
:content {:text "grouping similar issues into clusters and assigning each cluster to the same and appropriate developer/team speeds up the fixing process."},
|
||
:properties {:color "purple"}}
|
||
{:id #uuid "654cf5d6-940f-4078-a6fe-65af2bca9afb",
|
||
:page 3,
|
||
:position {:bounding {:x1 0,
|
||
:y1 158.39452362060547,
|
||
:x2 1061.303451538086,
|
||
:y2 661.1525039672852,
|
||
:width 1190.552,
|
||
:height 1683.78},
|
||
:rects ({:x1 0,
|
||
:y1 158.39452362060547,
|
||
:x2 0,
|
||
:y2 177.56482696533203,
|
||
:width 1190.552,
|
||
:height 1683.78}
|
||
{:x1 510.0754852294922,
|
||
:y1 614.7843399047852,
|
||
:x2 1061.303451538086,
|
||
:y2 637.2410049438477,
|
||
:width 1190.552,
|
||
:height 1683.78}
|
||
{:x1 129.04856872558594,
|
||
:y1 638.6958999633789,
|
||
:x2 812.6600189208984,
|
||
:y2 661.1525039672852,
|
||
:width 1190.552,
|
||
:height 1683.78}),
|
||
:page 3},
|
||
:content {:text " machine learning algorithm-based approach has been proposed to support issue management on GitHub by grouping similar issues together"},
|
||
:properties {:color "purple"}}
|
||
{:id #uuid "654cfab8-9162-4963-a9c3-30dd587e4443",
|
||
:page 3,
|
||
:position {:bounding {:x1 0,
|
||
:y1 414.4548168182373,
|
||
:x2 1273.655517578125,
|
||
:y2 1376.9232177734375,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998},
|
||
:rects ({:x1 0,
|
||
:y1 414.4548168182373,
|
||
:x2 0,
|
||
:y2 433.62510681152344,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 719.750244140625,
|
||
:y1 1321.3978271484375,
|
||
:x2 1273.655517578125,
|
||
:y2 1348.2362060546875,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 154.86000061035156,
|
||
:y1 1350.0847778320312,
|
||
:x2 737.1004791259766,
|
||
:y2 1376.9232177734375,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}),
|
||
:page 3},
|
||
:content {:text "adding new features, reporting bugs to be fixed, or asking a question about the capability of the software."},
|
||
:properties {:color "green"}}
|
||
{:id #uuid "654cfb34-605f-4a2b-9758-c4a94e7d410b",
|
||
:page 3,
|
||
:position {:bounding {:x1 0,
|
||
:y1 494.4736785888672,
|
||
:x2 1273.1859130859375,
|
||
:y2 1520.3837280273438,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998},
|
||
:rects ({:x1 0,
|
||
:y1 494.4736785888672,
|
||
:x2 0,
|
||
:y2 513.6439743041992,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 407.9808349609375,
|
||
:y1 1464.8583374023438,
|
||
:x2 1273.1859130859375,
|
||
:y2 1491.69677734375,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 154.86000061035156,
|
||
:y1 1493.5453491210938,
|
||
:x2 1166.040054321289,
|
||
:y2 1520.3837280273438,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}),
|
||
:page 3},
|
||
:content {:text "These issues differ in their nature and quality (asking for support, for improvement of a functionality, bug reporting). Therefore, the issues management in such cases will be harder"},
|
||
:properties {:color "green"}}
|
||
{:id #uuid "654cfb5d-d6e3-4bec-9e2b-bfa61a354b5f",
|
||
:page 4,
|
||
:position {:bounding {:x1 0,
|
||
:y1 -1.643157958984375,
|
||
:x2 1273.6029052734375,
|
||
:y2 324.833740234375,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998},
|
||
:rects ({:x1 0,
|
||
:y1 -1.643157958984375,
|
||
:x2 0,
|
||
:y2 17.527130126953125,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 1157.1463623046875,
|
||
:y1 269.308349609375,
|
||
:x2 1273.6029052734375,
|
||
:y2 296.14678955078125,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 154.86000061035156,
|
||
:y1 297.99530029296875,
|
||
:x2 897.6888580322266,
|
||
:y2 324.833740234375,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}),
|
||
:page 4},
|
||
:content {:text "(i) to speed up the process of fixing issues and reduce the turnaround time for fixing,"},
|
||
:properties {:color "green"}}
|
||
{:id #uuid "654cfb6a-d45c-4079-874d-2e5b2b0633bf",
|
||
:page 4,
|
||
:position {:bounding {:x1 0,
|
||
:y1 14.360595703125,
|
||
:x2 1273.61328125,
|
||
:y2 382.21624755859375,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998},
|
||
:rects ({:x1 0,
|
||
:y1 14.360595703125,
|
||
:x2 0,
|
||
:y2 33.530914306640625,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 0,
|
||
:y1 30.3643798828125,
|
||
:x2 0,
|
||
:y2 49.53466796875,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 911.8764038085938,
|
||
:y1 297.99530029296875,
|
||
:x2 1273.61328125,
|
||
:y2 324.833740234375,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 154.86000061035156,
|
||
:y1 326.69085693359375,
|
||
:x2 1273.6102447509766,
|
||
:y2 353.52923583984375,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 115.5780258178711,
|
||
:y1 338.15020751953125,
|
||
:x2 130.8988494873047,
|
||
:y2 351.84332275390625,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 154.86000061035156,
|
||
:y1 355.3778076171875,
|
||
:x2 887.5999908447266,
|
||
:y2 382.21624755859375,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}),
|
||
:page 4},
|
||
:content {:text "ii) when related issues are grouped together, this speeds up the assignment process by finding the appropriate reviewer(s) for a cluster instead of25 individual issues, especially, if the assignment process is done manuall"},
|
||
:properties {:color "green"}}
|
||
{:id #uuid "654cfb75-1118-48da-92f2-0850c197b241",
|
||
:page 21,
|
||
:position {:bounding {:x1 0,
|
||
:y1 446.4623718261719,
|
||
:x2 1269.4320755004883,
|
||
:y2 1123.1222534179688,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998},
|
||
:rects ({:x1 0,
|
||
:y1 446.4623718261719,
|
||
:x2 0,
|
||
:y2 465.6326599121094,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 198.43817901611328,
|
||
:y1 1079.133285522461,
|
||
:x2 1269.4320755004883,
|
||
:y2 1100.4944610595703,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 198.43817901611328,
|
||
:y1 1101.7610778808594,
|
||
:x2 606.5436477661133,
|
||
:y2 1123.1222534179688,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}),
|
||
:page 21},
|
||
:content {:text "M. Borg, L. Jonsson, E. Engstrom, B. Bartalos, A. Szab’o, Adopting automated bug assignment in practice: A longitudinal case study at ericsson, ArXiv abs/2209.08955."},
|
||
:properties {:color "green"}}
|
||
{:id #uuid "654cfb86-d7a3-4fec-870a-b6a38d62a5ee",
|
||
:page 3,
|
||
:position {:bounding {:x1 590.4620513916016,
|
||
:y1 341.03431701660156,
|
||
:x2 814.5193634033203,
|
||
:y2 367.8727264404297,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998},
|
||
:rects ({:x1 590.4620513916016,
|
||
:y1 341.03431701660156,
|
||
:x2 814.5193634033203,
|
||
:y2 367.8727264404297,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}),
|
||
:page 3},
|
||
:content {:text "Hamzeh Eyal Salman"},
|
||
:properties {:color "green"}}
|
||
{:id #uuid "654d0919-93c4-4619-81ba-14a90b26610c",
|
||
:page 4,
|
||
:position {:bounding {:x1 0,
|
||
:y1 46.368133544921875,
|
||
:x2 1273.6098175048828,
|
||
:y2 410.91175842285156,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998},
|
||
:rects ({:x1 0,
|
||
:y1 46.368133544921875,
|
||
:x2 0,
|
||
:y2 65.53842163085938,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 988.9360504150391,
|
||
:y1 355.37782287597656,
|
||
:x2 1273.6098175048828,
|
||
:y2 382.21620178222656,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 154.86000061035156,
|
||
:y1 384.0733184814453,
|
||
:x2 1079.2326202392578,
|
||
:y2 410.91175842285156,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}),
|
||
:page 4},
|
||
:content {:text "o consolidate similar issues into a single, well-defined issue that covers all the variations and aspects of the problem"},
|
||
:properties {:color "green"}}
|
||
{:id #uuid "654d0928-2741-4db7-9e95-5a6eda44bf53",
|
||
:page 4,
|
||
:position {:bounding {:x1 0,
|
||
:y1 94.37944030761719,
|
||
:x2 1273.6029205322266,
|
||
:y2 525.6767120361328,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998},
|
||
:rects ({:x1 0,
|
||
:y1 94.37944030761719,
|
||
:x2 0,
|
||
:y2 113.54972839355469,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 0,
|
||
:y1 110.38322448730469,
|
||
:x2 0,
|
||
:y2 129.5535125732422,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 658.5900421142578,
|
||
:y1 441.45582580566406,
|
||
:x2 1273.1720733642578,
|
||
:y2 468.2942657470703,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 154.86000061035156,
|
||
:y1 470.1427764892578,
|
||
:x2 1273.6029205322266,
|
||
:y2 496.98121643066406,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 115.57802200317383,
|
||
:y1 481.60218811035156,
|
||
:x2 130.8988494873047,
|
||
:y2 495.2952423095703,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 154.86000061035156,
|
||
:y1 498.8383331298828,
|
||
:x2 455.6776580810547,
|
||
:y2 525.6767120361328,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}),
|
||
:page 4},
|
||
:content {:text "The difference between similar and duplicate issues is that the former refers to a set of issues with some common characteristics or are closely related, but they are not30 necessarily exact duplicates."},
|
||
:properties {:color "green"}}
|
||
{:id #uuid "654d0956-2e2f-4b33-90ba-0d2785d223e8",
|
||
:page 4,
|
||
:position {:bounding {:x1 0,
|
||
:y1 238.4133758544922,
|
||
:x2 1273.6079864501953,
|
||
:y2 755.2067413330078,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998},
|
||
:rects ({:x1 0,
|
||
:y1 238.4133758544922,
|
||
:x2 0,
|
||
:y2 257.5836639404297,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 887.9848175048828,
|
||
:y1 699.6813507080078,
|
||
:x2 1273.6079864501953,
|
||
:y2 726.5197906494141,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 154.86000061035156,
|
||
:y1 728.3683013916016,
|
||
:x2 968.4752960205078,
|
||
:y2 755.2067413330078,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}),
|
||
:page 4},
|
||
:content {:text ". Liao et al. [7] studied the impact of labeled or tagged issues on their management using six popular repositories"},
|
||
:properties {:color "green"}}
|
||
{:id #uuid "654d098f-d572-4f9d-af6e-d8c141179f66",
|
||
:page 4,
|
||
:position {:bounding {:x1 1059.4184112548828,
|
||
:y1 1252.0938110351562,
|
||
:x2 1133.8758087158203,
|
||
:y2 1278.9321899414062,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998},
|
||
:rects ({:x1 1059.4184112548828,
|
||
:y1 1252.0938110351562,
|
||
:x2 1133.8758087158203,
|
||
:y2 1278.9321899414062,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}),
|
||
:page 4},
|
||
:content {:text "GitGub"},
|
||
:properties {:color "red"}}
|
||
{:id #uuid "654d09d4-103e-48cd-bdcc-af0c0437e17d",
|
||
:page 4,
|
||
:position {:bounding {:x1 995.5931549072266,
|
||
:y1 1546.0839233398438,
|
||
:x2 1170.6695098876953,
|
||
:y2 1572.9223022460938,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998},
|
||
:rects ({:x1 995.5931549072266,
|
||
:y1 1546.0839233398438,
|
||
:x2 1170.6695098876953,
|
||
:y2 1572.9223022460938,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}),
|
||
:page 4},
|
||
:content {:text "ull-request (PR) "},
|
||
:properties {:color "green"}}
|
||
{:id #uuid "654d09da-6d06-4e05-9f35-4707b04e02eb",
|
||
:page 4,
|
||
:position {:bounding {:x1 0,
|
||
:y1 654.511360168457,
|
||
:x2 1273.6160430908203,
|
||
:y2 1601.6092529296875,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998},
|
||
:rects ({:x1 0,
|
||
:y1 654.511360168457,
|
||
:x2 0,
|
||
:y2 673.6816520690918,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 1222.8144073486328,
|
||
:y1 1546.0839233398438,
|
||
:x2 1273.6160430908203,
|
||
:y2 1572.9223022460938,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 154.86000061035156,
|
||
:y1 1574.7708740234375,
|
||
:x2 249.92311096191406,
|
||
:y2 1601.6092529296875,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}),
|
||
:page 4},
|
||
:content {:text "ssue reporting"},
|
||
:properties {:color "green"}}
|
||
{:id #uuid "654d0a15-8279-4622-85d1-a8d2abb01f6d",
|
||
:page 5,
|
||
:position {:bounding {:x1 430.30455017089844,
|
||
:y1 807.5741634368896,
|
||
:x2 511.2495880126953,
|
||
:y2 828.9353084564209,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998},
|
||
:rects ({:x1 430.30455017089844,
|
||
:y1 807.5741634368896,
|
||
:x2 511.2495880126953,
|
||
:y2 828.9353084564209,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}),
|
||
:page 5},
|
||
:content {:text "Figure 1:"},
|
||
:properties {:color "yellow"}}
|
||
{:id #uuid "654d0a34-dfd6-453b-9354-0d8407dfb7d1",
|
||
:page 5,
|
||
:position {:bounding {:x1 703.4992828369141,
|
||
:y1 964.5736751556396,
|
||
:x2 736.2876129150391,
|
||
:y2 991.4121150970459,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998},
|
||
:rects ({:x1 703.4992828369141,
|
||
:y1 964.5736751556396,
|
||
:x2 736.2876129150391,
|
||
:y2 991.4121150970459,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}),
|
||
:page 5},
|
||
:content {:text "he "},
|
||
:properties {:color "red"}}
|
||
{:id #uuid "654d0a7d-0b3b-4802-8d5b-dcc99ac20fe1",
|
||
:page 5,
|
||
:position {:bounding {:x1 226.09840393066406,
|
||
:y1 1394.2791137695312,
|
||
:x2 357.09800720214844,
|
||
:y2 1423.402587890625,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998},
|
||
:rects ({:x1 282.87303161621094,
|
||
:y1 1394.2791137695312,
|
||
:x2 326.896240234375,
|
||
:y2 1412.9017333984375,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 342.8743438720703,
|
||
:y1 1394.2791137695312,
|
||
:x2 357.09800720214844,
|
||
:y2 1412.9017333984375,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 226.09840393066406,
|
||
:y1 1396.5641479492188,
|
||
:x2 282.8603973388672,
|
||
:y2 1423.402587890625,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 293.5878601074219,
|
||
:y1 1396.5641479492188,
|
||
:x2 300.22898864746094,
|
||
:y2 1423.402587890625,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 310.87535095214844,
|
||
:y1 1396.5641479492188,
|
||
:x2 317.51649475097656,
|
||
:y2 1423.402587890625,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 328.29978942871094,
|
||
:y1 1396.5641479492188,
|
||
:x2 341.5135955810547,
|
||
:y2 1423.402587890625,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}),
|
||
:page 5},
|
||
:content {:text "ssues1,2,3, 4 "},
|
||
:properties {:color "red"}}
|
||
{:id #uuid "654d0aa6-3ed1-4ec6-85a0-548508d471ae",
|
||
:page 6,
|
||
:position {:bounding {:x1 360.01634216308594,
|
||
:y1 1758.0354614257812,
|
||
:x2 440.5314178466797,
|
||
:y2 1779.3966064453125,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998},
|
||
:rects ({:x1 360.01634216308594,
|
||
:y1 1758.0354614257812,
|
||
:x2 440.5314178466797,
|
||
:y2 1779.3966064453125,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}),
|
||
:page 6},
|
||
:content {:text "Figure 2:"},
|
||
:properties {:color "red"}}
|
||
{:id #uuid "654d0b36-f779-484b-920d-0576fc0ab546",
|
||
:page 5,
|
||
:position {:bounding {:x1 535.7534332275391,
|
||
:y1 1453.9467163085938,
|
||
:x2 707.0504913330078,
|
||
:y2 1480.7850952148438,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998},
|
||
:rects ({:x1 535.7534332275391,
|
||
:y1 1453.9467163085938,
|
||
:x2 707.0504913330078,
|
||
:y2 1480.7850952148438,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}),
|
||
:page 5},
|
||
:content {:text "cookie handling"},
|
||
:properties {:color "green"}}
|
||
{:id #uuid "654d0b5e-8aa3-4eb4-ac26-83e9fc224d13",
|
||
:page 7,
|
||
:position {:bounding {:x1 0,
|
||
:y1 350.439754486084,
|
||
:x2 1273.6179656982422,
|
||
:y2 1027.7757568359375,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998},
|
||
:rects ({:x1 0,
|
||
:y1 350.439754486084,
|
||
:x2 0,
|
||
:y2 369.6100425720215,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 499.0487518310547,
|
||
:y1 972.2503662109375,
|
||
:x2 1273.6179656982422,
|
||
:y2 999.0887451171875,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 154.86000061035156,
|
||
:y1 1000.9373168945312,
|
||
:x2 580.8251495361328,
|
||
:y2 1027.7757568359375,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}),
|
||
:page 7},
|
||
:content {:text "there is no research work in the literature addressing the problem of clustering similar issues into groups in GitHub. "},
|
||
:properties {:color "yellow"}}
|
||
{:id #uuid "654d0bc1-6a33-4f0d-bbfc-a360a082d835",
|
||
:page 7,
|
||
:position {:bounding {:x1 290.72943115234375,
|
||
:y1 1058.31982421875,
|
||
:x2 667.3174438476562,
|
||
:y2 1085.1582641601562,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998},
|
||
:rects ({:x1 290.72943115234375,
|
||
:y1 1058.31982421875,
|
||
:x2 667.3174438476562,
|
||
:y2 1085.1582641601562,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}),
|
||
:page 7},
|
||
:content {:text "natural language processing (NLP"},
|
||
:properties {:color "green"}}
|
||
{:id #uuid "654d0bc7-ac78-4001-932d-c868c79e9f9c",
|
||
:page 7,
|
||
:position {:bounding {:x1 682.5211944580078,
|
||
:y1 1058.31982421875,
|
||
:x2 956.5623321533203,
|
||
:y2 1085.1582641601562,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998},
|
||
:rects ({:x1 682.5211944580078,
|
||
:y1 1058.31982421875,
|
||
:x2 956.5623321533203,
|
||
:y2 1085.1582641601562,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}),
|
||
:page 7},
|
||
:content {:text " information retrieval (IR)"},
|
||
:properties {:color "green"}}
|
||
{:id #uuid "654d0bcb-ee33-4375-b1f3-f80a968cfe7a",
|
||
:page 7,
|
||
:position {:bounding {:x1 1018.8573760986328,
|
||
:y1 1058.31982421875,
|
||
:x2 1266.6464385986328,
|
||
:y2 1085.1582641601562,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998},
|
||
:rects ({:x1 1018.8573760986328,
|
||
:y1 1058.31982421875,
|
||
:x2 1266.6464385986328,
|
||
:y2 1085.1582641601562,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}),
|
||
:page 7},
|
||
:content {:text "machine learning (ML)"},
|
||
:properties {:color "green"}}
|
||
{:id #uuid "654d0c2a-31c0-4c27-8c7f-193094faea16",
|
||
:page 7,
|
||
:position {:bounding {:x1 0,
|
||
:y1 494.4736785888672,
|
||
:x2 1273.1988143920898,
|
||
:y2 1321.9712524414062,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998},
|
||
:rects ({:x1 0,
|
||
:y1 494.4736785888672,
|
||
:x2 0,
|
||
:y2 513.6439666748047,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 190.71871185302734,
|
||
:y1 1266.4373168945312,
|
||
:x2 1273.1988143920898,
|
||
:y2 1293.2756958007812,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 154.86000061035156,
|
||
:y1 1295.1328125,
|
||
:x2 576.1523895263672,
|
||
:y2 1321.9712524414062,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}),
|
||
:page 7},
|
||
:content {:text "The idea behind using IR and NLP is to find textual overlapping between bug report queries and already existing report queries in the repository"},
|
||
:properties {:color "green"}}
|
||
{:id #uuid "654d0ce7-8016-4942-b414-3bd21ea81e0d",
|
||
:page 7,
|
||
:position {:bounding {:x1 241.87808227539062,
|
||
:y1 1381.2022705078125,
|
||
:x2 583.4436340332031,
|
||
:y2 1408.0407104492188,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998},
|
||
:rects ({:x1 241.87808227539062,
|
||
:y1 1381.2022705078125,
|
||
:x2 583.4436340332031,
|
||
:y2 1408.0407104492188,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}),
|
||
:page 7},
|
||
:content {:text "Jacard, cosine, and dice measur"},
|
||
:properties {:color "green"}}
|
||
{:id #uuid "654d0cf0-42bc-4786-b1fc-31032e6e8a58",
|
||
:page 7,
|
||
:position {:bounding {:x1 501.4193572998047,
|
||
:y1 1467.2803344726562,
|
||
:x2 625.2114410400391,
|
||
:y2 1494.1187133789062,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998},
|
||
:rects ({:x1 501.4193572998047,
|
||
:y1 1467.2803344726562,
|
||
:x2 625.2114410400391,
|
||
:y2 1494.1187133789062,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}),
|
||
:page 7},
|
||
:content {:text "ug reports i"},
|
||
:properties {:color "green"}}
|
||
{:id #uuid "654d0d14-426e-4710-bb84-37f6f5dfb4ca",
|
||
:page 7,
|
||
:position {:bounding {:x1 0,
|
||
:y1 638.5075988769531,
|
||
:x2 1273.6800994873047,
|
||
:y2 1580.1881713867188,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998},
|
||
:rects ({:x1 0,
|
||
:y1 638.5075988769531,
|
||
:x2 0,
|
||
:y2 657.6778869628906,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 358.8780975341797,
|
||
:y1 1524.662841796875,
|
||
:x2 1273.6800994873047,
|
||
:y2 1551.501220703125,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 154.86000061035156,
|
||
:y1 1553.3497924804688,
|
||
:x2 414.5226593017578,
|
||
:y2 1580.1881713867188,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}),
|
||
:page 7},
|
||
:content {:text "This ranked list allows triggers to compare the incoming bug report with this list to discover the duplication"},
|
||
:properties {:color "green"}}
|
||
{:id #uuid "654d0ef4-c76f-4b08-916d-0ebb44b6a959",
|
||
:page 22,
|
||
:position {:bounding {:x1 0,
|
||
:y1 174.39830017089844,
|
||
:x2 1272.2796173095703,
|
||
:y2 567.2779998779297,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998},
|
||
:rects ({:x1 0,
|
||
:y1 174.39830017089844,
|
||
:x2 0,
|
||
:y2 193.56858825683594,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 775.9554595947266,
|
||
:y1 523.0836334228516,
|
||
:x2 1272.2796173095703,
|
||
:y2 544.4448089599609,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 198.43817901611328,
|
||
:y1 545.9168243408203,
|
||
:x2 570.5151138305664,
|
||
:y2 567.2779998779297,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}),
|
||
:page 22},
|
||
:content {:text "uplicate bug report detection with a combination of information retrieval and topic modeling, i"},
|
||
:properties {:color "green"}}
|
||
{:id #uuid "654d0f20-3e2b-4b6d-bddd-015d4a3ad297",
|
||
:page 8,
|
||
:position {:bounding {:x1 0,
|
||
:y1 430.4586181640625,
|
||
:x2 1273.6138458251953,
|
||
:y2 1199.9318237304688,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998},
|
||
:rects ({:x1 0,
|
||
:y1 430.4586181640625,
|
||
:x2 0,
|
||
:y2 449.62890625,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 676.5171051025391,
|
||
:y1 1144.3978881835938,
|
||
:x2 1273.6138458251953,
|
||
:y2 1171.2362976074219,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 154.86000061035156,
|
||
:y1 1173.0934143066406,
|
||
:x2 1168.0435333251953,
|
||
:y2 1199.9318237304688,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}),
|
||
:page 8},
|
||
:content {:text " In this study, title and body features are only considered during the clustering process while Label is ignored as it is repetitive and missed in many issues."},
|
||
:properties {:color "green"}}
|
||
{:id #uuid "654d0f3f-322b-4db1-9b86-509a6d740969",
|
||
:page 8,
|
||
:position {:bounding {:x1 0,
|
||
:y1 494.47369384765625,
|
||
:x2 1272.7366485595703,
|
||
:y2 1314.6968383789062,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998},
|
||
:rects ({:x1 0,
|
||
:y1 494.47369384765625,
|
||
:x2 0,
|
||
:y2 513.6439819335938,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 1211.4352569580078,
|
||
:y1 1259.1629028320312,
|
||
:x2 1272.7366485595703,
|
||
:y2 1286.0012817382812,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 108.00404357910156,
|
||
:y1 1270.6222534179688,
|
||
:x2 130.980712890625,
|
||
:y2 1284.3153076171875,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 154.86000061035156,
|
||
:y1 1287.8583984375,
|
||
:x2 169.49288940429688,
|
||
:y2 1314.6968383789062,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}),
|
||
:page 8},
|
||
:content {:text "Then,175 T"},
|
||
:properties {:color "red"}}
|
||
{:id #uuid "654d0f66-4f5e-4b82-a369-653543dd3c36",
|
||
:page 8,
|
||
:position {:bounding {:x1 0,
|
||
:y1 606.5000762939453,
|
||
:x2 1272.3256378173828,
|
||
:y2 1551.501220703125,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998},
|
||
:rects ({:x1 0,
|
||
:y1 606.5000762939453,
|
||
:x2 0,
|
||
:y2 625.6703720092773,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 890.4272003173828,
|
||
:y1 1495.96728515625,
|
||
:x2 1272.3256378173828,
|
||
:y2 1522.8057250976562,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}
|
||
{:x1 154.86000061035156,
|
||
:y1 1524.662841796875,
|
||
:x2 620.0963897705078,
|
||
:y2 1551.501220703125,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}),
|
||
:page 8},
|
||
:content {:text "As mentioned above, these important features are the title and body of each issue."},
|
||
:properties {:color "green"}}
|
||
{:id #uuid "654d0ffb-b347-4fbe-82ed-ff7c00d2e88e",
|
||
:page 12,
|
||
:position {:bounding {:x1 1047.745132446289,
|
||
:y1 1420.2018280029297,
|
||
:x2 1273.6176300048828,
|
||
:y2 1447.0402374267578,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998},
|
||
:rects ({:x1 1047.745132446289,
|
||
:y1 1420.2018280029297,
|
||
:x2 1273.6176300048828,
|
||
:y2 1447.0402374267578,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}),
|
||
:page 12},
|
||
:content {:text "ground-truth dataset."},
|
||
:properties {:color "green"}}
|
||
{:id #uuid "654d100f-1b43-44ec-ab81-2e0005a65b48",
|
||
:page 12,
|
||
:position {:bounding {:x1 388.0065460205078,
|
||
:y1 1506.2713012695312,
|
||
:x2 464.3841094970703,
|
||
:y2 1533.1097106933594,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998},
|
||
:rects ({:x1 388.0065460205078,
|
||
:y1 1506.2713012695312,
|
||
:x2 464.3841094970703,
|
||
:y2 1533.1097106933594,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}),
|
||
:page 12},
|
||
:content {:text "refuted"},
|
||
:properties {:color "yellow"}}
|
||
{:id #uuid "654d1019-abd0-47e7-9f81-34a8f1a8b786",
|
||
:page 12,
|
||
:position {:bounding {:x1 326.2391357421875,
|
||
:y1 1628.3193054199219,
|
||
:x2 770.0140380859375,
|
||
:y2 1655.15771484375,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998},
|
||
:rects ({:x1 326.2391357421875,
|
||
:y1 1628.3193054199219,
|
||
:x2 770.0140380859375,
|
||
:y2 1655.15771484375,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}),
|
||
:page 12},
|
||
:content {:text "owever, such a dataset does not exist yet."},
|
||
:properties {:color "yellow"}}
|
||
{:id #uuid "654d1026-9678-4b52-b875-57d0c7e594a0",
|
||
:page 12,
|
||
:position {:bounding {:x1 344.70835876464844,
|
||
:y1 1657.0062561035156,
|
||
:x2 1128.4722747802734,
|
||
:y2 1683.8446655273438,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998},
|
||
:rects ({:x1 344.70835876464844,
|
||
:y1 1657.0062561035156,
|
||
:x2 1128.4722747802734,
|
||
:y2 1683.8446655273438,
|
||
:width 1428.6624,
|
||
:height 2020.5359999999998}),
|
||
:page 12},
|
||
:content {:text "duplicate clusters of issues, as 100% duplicate issues are similar issues, too"},
|
||
:properties {:color "red"}}
|
||
{:id #uuid "65537124-859a-4460-991f-5652b10380e5",
|
||
:page 13,
|
||
:position {:bounding {:x1 0,
|
||
:y1 333.76841735839844,
|
||
:x2 1343.2513427734375,
|
||
:y2 1067.9333953857422,
|
||
:width 1508.032533333333,
|
||
:height 2132.788},
|
||
:rects ({:x1 0,
|
||
:y1 333.76841735839844,
|
||
:x2 0,
|
||
:y2 352.7561492919922,
|
||
:width 1508.032533333333,
|
||
:height 2132.788}
|
||
{:x1 856.7905883789062,
|
||
:y1 1009.8976287841797,
|
||
:x2 1343.2513427734375,
|
||
:y2 1037.6489715576172,
|
||
:width 1508.032533333333,
|
||
:height 2132.788}
|
||
{:x1 163.46095275878906,
|
||
:y1 1040.1821746826172,
|
||
:x2 276.4308776855469,
|
||
:y2 1067.9333953857422,
|
||
:width 1508.032533333333,
|
||
:height 2132.788}),
|
||
:page 13},
|
||
:content {:text "ese clusters are diverse to ensure free-bias evaluation"},
|
||
:properties {:color "yellow"}}
|
||
{:id #uuid "655373bd-50f7-4cb1-8767-9cbfa678ca5e",
|
||
:page 13,
|
||
:position {:bounding {:x1 238.25930786132812,
|
||
:y1 1441.3660888671875,
|
||
:x2 1023.8933410644531,
|
||
:y2 1469.1173706054688,
|
||
:width 1508.032533333333,
|
||
:height 2132.788},
|
||
:rects ({:x1 238.25930786132812,
|
||
:y1 1441.3660888671875,
|
||
:x2 1023.8933410644531,
|
||
:y2 1469.1173706054688,
|
||
:width 1508.032533333333,
|
||
:height 2132.788}),
|
||
:page 13},
|
||
:content {:text "RQ1: To what extent are the identified issue clusters correct?"},
|
||
:properties {:color "green"}}
|
||
{:id #uuid "65537486-2805-4b02-896d-869221fe3882",
|
||
:page 13,
|
||
:position {:bounding {:x1 163.46095275878906,
|
||
:y1 1504.4911499023438,
|
||
:x2 1067.9085845947266,
|
||
:y2 1532.2423706054688,
|
||
:width 1508.032533333333,
|
||
:height 2132.788},
|
||
:rects ({:x1 163.46095275878906,
|
||
:y1 1504.4911499023438,
|
||
:x2 1067.9085845947266,
|
||
:y2 1532.2423706054688,
|
||
:width 1508.032533333333,
|
||
:height 2132.788}),
|
||
:page 13},
|
||
:content {:text "to what extent the member issues of a cluster are related to each other (similar). "},
|
||
:properties {:color "green"}}
|
||
{:id #uuid "65537540-a5a6-4caa-ab48-c3c7664eb7fa",
|
||
:page 14,
|
||
:position {:bounding {:x1 238.25930786132812,
|
||
:y1 1213.1597900390625,
|
||
:x2 1047.7616271972656,
|
||
:y2 1240.9110717773438,
|
||
:width 1508.032533333333,
|
||
:height 2132.788},
|
||
:rects ({:x1 238.25930786132812,
|
||
:y1 1213.1597900390625,
|
||
:x2 1047.7616271972656,
|
||
:y2 1240.9110717773438,
|
||
:width 1508.032533333333,
|
||
:height 2132.788}),
|
||
:page 14},
|
||
:content {:text "RQ2: To what extent are the identified issue clusters complete?"},
|
||
:properties {:color "green"}}
|
||
{:id #uuid "6553757f-f7a0-4aa0-90d7-0a0159cc3f28",
|
||
:page 15,
|
||
:position {:bounding {:x1 907.1010131835938,
|
||
:y1 1338.1318359375,
|
||
:x2 1181.412109375,
|
||
:y2 1365.8831176757812,
|
||
:width 1508.032533333333,
|
||
:height 2132.788},
|
||
:rects ({:x1 907.1010131835938,
|
||
:y1 1338.1318359375,
|
||
:x2 1181.412109375,
|
||
:y2 1365.8831176757812,
|
||
:width 1508.032533333333,
|
||
:height 2132.788}),
|
||
:page 15},
|
||
:content {:text "AgglomerativeClustering"},
|
||
:properties {:color "green"}}
|
||
{:id #uuid "655375f7-0c9e-4efa-b858-da6f1bcf804f",
|
||
:page 20,
|
||
:position {:bounding {:x1 0,
|
||
:y1 333.7684020996094,
|
||
:x2 1343.2024536132812,
|
||
:y2 1269.0617065429688,
|
||
:width 1508.032533333333,
|
||
:height 2132.788},
|
||
:rects ({:x1 0,
|
||
:y1 333.7684020996094,
|
||
:x2 0,
|
||
:y2 352.7561340332031,
|
||
:width 1508.032533333333,
|
||
:height 2132.788}
|
||
{:x1 201.31085205078125,
|
||
:y1 1211.0259399414062,
|
||
:x2 1343.2024536132812,
|
||
:y2 1238.7772216796875,
|
||
:width 1508.032533333333,
|
||
:height 2132.788}
|
||
{:x1 163.46095275878906,
|
||
:y1 1241.3104248046875,
|
||
:x2 842.7232055664062,
|
||
:y2 1269.0617065429688,
|
||
:width 1508.032533333333,
|
||
:height 2132.788}),
|
||
:page 20},
|
||
:content {:text "As a summary, the AHC algorithm can extract relevant similar issue clusters from GitHub repositories depending on only two issue features: title and description."},
|
||
:properties {:color "green"}}
|
||
{:id #uuid "65537602-737f-487c-96dc-5148243c5ac2",
|
||
:page 20,
|
||
:position {:bounding {:x1 0,
|
||
:y1 365.7645568847656,
|
||
:x2 1344.6382751464844,
|
||
:y2 1329.6307373046875,
|
||
:width 1508.032533333333,
|
||
:height 2132.788},
|
||
:rects ({:x1 0,
|
||
:y1 365.7645568847656,
|
||
:x2 0,
|
||
:y2 384.75225830078125,
|
||
:width 1508.032533333333,
|
||
:height 2132.788}
|
||
{:x1 430.3647155761719,
|
||
:y1 1271.5949096679688,
|
||
:x2 1344.6382751464844,
|
||
:y2 1299.34619140625,
|
||
:width 1508.032533333333,
|
||
:height 2132.788}
|
||
{:x1 163.46095275878906,
|
||
:y1 1301.8794555664062,
|
||
:x2 251.05152893066406,
|
||
:y2 1329.6307373046875,
|
||
:width 1508.032533333333,
|
||
:height 2132.788}),
|
||
:page 20},
|
||
:content {:text " to return a number of relevant issue clusters equal to the number of ground-truth clusters"},
|
||
:properties {:color "green"}}
|
||
{:id #uuid "65537619-ffb9-4fd6-aea0-a46bd19bb3b6",
|
||
:page 20,
|
||
:position {:bounding {:x1 687.8807983398438,
|
||
:y1 1507.6975708007812,
|
||
:x2 802.0209350585938,
|
||
:y2 1535.4488525390625,
|
||
:width 1508.032533333333,
|
||
:height 2132.788},
|
||
:rects ({:x1 687.8807983398438,
|
||
:y1 1507.6975708007812,
|
||
:x2 802.0209350585938,
|
||
:y2 1535.4488525390625,
|
||
:width 1508.032533333333,
|
||
:height 2132.788}),
|
||
:page 20},
|
||
:content {:text "credability"},
|
||
:properties {:color "red"}}
|
||
{:id #uuid "6553764c-c160-4efc-a31b-dcbb5b54cc4b",
|
||
:page 20,
|
||
:position {:bounding {:x1 226.49468994140625,
|
||
:y1 1477.4130859375,
|
||
:x2 419.50054931640625,
|
||
:y2 1505.1643676757812,
|
||
:width 1508.032533333333,
|
||
:height 2132.788},
|
||
:rects ({:x1 226.49468994140625,
|
||
:y1 1477.4130859375,
|
||
:x2 419.50054931640625,
|
||
:y2 1505.1643676757812,
|
||
:width 1508.032533333333,
|
||
:height 2132.788}),
|
||
:page 20},
|
||
:content {:text "Internal threat"},
|
||
:properties {:color "green"}}
|
||
{:id #uuid "65537656-c324-42e1-bd1f-dcf886a36063",
|
||
:page 20,
|
||
:position {:bounding {:x1 226.49468994140625,
|
||
:y1 1677.6741333007812,
|
||
:x2 422.790283203125,
|
||
:y2 1705.4254150390625,
|
||
:width 1508.032533333333,
|
||
:height 2132.788},
|
||
:rects ({:x1 226.49468994140625,
|
||
:y1 1677.6741333007812,
|
||
:x2 422.790283203125,
|
||
:y2 1705.4254150390625,
|
||
:width 1508.032533333333,
|
||
:height 2132.788}),
|
||
:page 20},
|
||
:content {:text "External threat"},
|
||
:properties {:color "green"}}
|
||
{:id #uuid "65537688-628f-476d-b11f-582180e09e81",
|
||
:page 21,
|
||
:position {:bounding {:x1 0,
|
||
:y1 13.80718994140625,
|
||
:x2 1344.639663696289,
|
||
:y2 395.68389892578125,
|
||
:width 1508.032533333333,
|
||
:height 2132.788},
|
||
:rects ({:x1 0,
|
||
:y1 13.80718994140625,
|
||
:x2 0,
|
||
:y2 32.794891357421875,
|
||
:width 1508.032533333333,
|
||
:height 2132.788}
|
||
{:x1 208.36170959472656,
|
||
:y1 337.64813232421875,
|
||
:x2 1344.639663696289,
|
||
:y2 365.3994140625,
|
||
:width 1508.032533333333,
|
||
:height 2132.788}
|
||
{:x1 163.46095275878906,
|
||
:y1 367.9326171875,
|
||
:x2 786.6092071533203,
|
||
:y2 395.68389892578125,
|
||
:width 1508.032533333333,
|
||
:height 2132.788}),
|
||
:page 21},
|
||
:content {:text "n this paper, a machine learning-based approach is proposed to support the issue tracking system on GitHub via grouping similar submitted issues together"},
|
||
:properties {:color "green"}}
|
||
{:id #uuid "6554f0d6-ae81-4f8c-bfab-a7041da86d96",
|
||
:page 8,
|
||
:position {:bounding {:x1 0,
|
||
:y1 350.43975830078125,
|
||
:x2 1061.2940216064453,
|
||
:y2 880.2072906494141,
|
||
:width 1190.552,
|
||
:height 1683.78},
|
||
:rects ({:x1 0,
|
||
:y1 350.43975830078125,
|
||
:x2 0,
|
||
:y2 369.61004638671875,
|
||
:width 1190.552,
|
||
:height 1683.78}
|
||
{:x1 200.3140411376953,
|
||
:y1 833.8391876220703,
|
||
:x2 1061.2940216064453,
|
||
:y2 856.2957916259766,
|
||
:width 1190.552,
|
||
:height 1683.78}
|
||
{:x1 129.04856872558594,
|
||
:y1 857.7506866455078,
|
||
:x2 709.3949432373047,
|
||
:y2 880.2072906494141,
|
||
:width 1190.552,
|
||
:height 1683.78}),
|
||
:page 8},
|
||
:content {:text "clustering process in this research work is guided by two important features extracted from the issue’s report. These features are the title and body of each issue"},
|
||
:properties {:color "yellow"}}
|
||
{:id #uuid "6554f1eb-38bf-447e-85dc-b41d6594246e",
|
||
:page 11,
|
||
:position {:bounding {:x1 0,
|
||
:y1 510.47743225097656,
|
||
:x2 1190.552001953125,
|
||
:y2 1683.7761688232422,
|
||
:width 1190.552,
|
||
:height 1683.78},
|
||
:rects ({:x1 0,
|
||
:y1 510.47743225097656,
|
||
:x2 0,
|
||
:y2 529.6477203369141,
|
||
:width 1190.552,
|
||
:height 1683.78}
|
||
{:x1 0,
|
||
:y1 528.1243743896484,
|
||
:x2 1190.552001953125,
|
||
:y2 528.1243743896484,
|
||
:width 1190.552,
|
||
:height 1683.78}
|
||
{:x1 369.90101623535156,
|
||
:y1 1342.5536346435547,
|
||
:x2 812.2792816162109,
|
||
:y2 1360.0807342529297,
|
||
:width 1190.552,
|
||
:height 1683.78}
|
||
{:x1 590.2737884521484,
|
||
:y1 1479.3987274169922,
|
||
:x2 601.3566131591797,
|
||
:y2 1501.8552703857422,
|
||
:width 1190.552,
|
||
:height 1683.78}
|
||
{:x1 0,
|
||
:y1 1683.7761688232422,
|
||
:x2 1190.552001953125,
|
||
:y2 1683.7761688232422,
|
||
:width 1190.552,
|
||
:height 1683.78}),
|
||
:page 11},
|
||
:content {:text "Figure 4: An example of dendrogram tree with cutting line.9"},
|
||
:properties {:color "yellow"}}
|
||
{:id #uuid "6554f25c-2197-46bf-a790-e29a265917d1",
|
||
:page 12,
|
||
:position {:bounding {:x1 0,
|
||
:y1 222.4095916748047,
|
||
:x2 1060.1522064208984,
|
||
:y2 673.7757873535156,
|
||
:width 1190.552,
|
||
:height 1683.78},
|
||
:rects ({:x1 0,
|
||
:y1 222.4095916748047,
|
||
:x2 0,
|
||
:y2 241.57989501953125,
|
||
:width 1190.552,
|
||
:height 1683.78}
|
||
{:x1 623.4505462646484,
|
||
:y1 627.4076232910156,
|
||
:x2 1060.1522064208984,
|
||
:y2 649.8642883300781,
|
||
:width 1190.552,
|
||
:height 1683.78}
|
||
{:x1 129.04856872558594,
|
||
:y1 651.3191833496094,
|
||
:x2 197.76173400878906,
|
||
:y2 673.7757873535156,
|
||
:width 1190.552,
|
||
:height 1683.78}),
|
||
:page 12},
|
||
:content {:text "without a prior assumption about the number of clusters"},
|
||
:properties {:color "green"}}
|
||
{:id #uuid "6554f27b-e237-409f-ae81-1966cf5cac44",
|
||
:page 12,
|
||
:position {:bounding {:x1 0,
|
||
:y1 318.4322052001953,
|
||
:x2 1061.341293334961,
|
||
:y2 817.2362976074219,
|
||
:width 1190.552,
|
||
:height 1683.78},
|
||
:rects ({:x1 0,
|
||
:y1 318.4322052001953,
|
||
:x2 0,
|
||
:y2 337.6025085449219,
|
||
:width 1190.552,
|
||
:height 1683.78}
|
||
{:x1 435.25975036621094,
|
||
:y1 770.8681945800781,
|
||
:x2 1061.341293334961,
|
||
:y2 793.3247985839844,
|
||
:width 1190.552,
|
||
:height 1683.78}
|
||
{:x1 89.99766540527344,
|
||
:y1 780.8898010253906,
|
||
:x2 109.14077758789062,
|
||
:y2 791.8442687988281,
|
||
:width 1190.552,
|
||
:height 1683.78}
|
||
{:x1 129.04856872558594,
|
||
:y1 794.7796936035156,
|
||
:x2 758.1072235107422,
|
||
:y2 817.2362976074219,
|
||
:width 1190.552,
|
||
:height 1683.78}),
|
||
:page 12},
|
||
:content {:text "In this research work, this cutting point is set after many tries to find255 reasonable similar issue clusters based on title and description matching"},
|
||
:properties {:color "green"}}
|
||
{:id #uuid "655528b8-2fd3-4cb7-a9eb-f989e4abdc91",
|
||
:page 14,
|
||
:position {:bounding {:x1 0,
|
||
:y1 270.42090487480164,
|
||
:x2 883.4251708984375,
|
||
:y2 742.9599978923798,
|
||
:width 992.1266666666666,
|
||
:height 1403.1499999999999},
|
||
:rects ({:x1 0,
|
||
:y1 270.42090487480164,
|
||
:x2 0,
|
||
:y2 289.59119296073914,
|
||
:width 992.1266666666666,
|
||
:height 1403.1499999999999}
|
||
{:x1 149.0147705078125,
|
||
:y1 704.961767911911,
|
||
:x2 883.4251708984375,
|
||
:y2 723.0365970134735,
|
||
:width 992.1266666666666,
|
||
:height 1403.1499999999999}
|
||
{:x1 149.0147705078125,
|
||
:y1 724.8851687908173,
|
||
:x2 455.3892822265625,
|
||
:y2 742.9599978923798,
|
||
:width 992.1266666666666,
|
||
:height 1403.1499999999999}),
|
||
:page 14},
|
||
:content {:text "A cluster from the dataset that shares a maximum number of issues with the extracted cluster is the target and is called a ground-truth cluster"},
|
||
:properties {:color "green"}}
|
||
{:id #uuid "655528ec-ada3-400c-80b1-503e711d3a1a",
|
||
:page 14,
|
||
:position {:bounding {:x1 0,
|
||
:y1 462.46612548828125,
|
||
:x2 884.0823059082031,
|
||
:y2 1040.9895629882812,
|
||
:width 992.1266666666666,
|
||
:height 1403.1499999999999},
|
||
:rects ({:x1 0,
|
||
:y1 462.46612548828125,
|
||
:x2 0,
|
||
:y2 481.6364440917969,
|
||
:width 992.1266666666666,
|
||
:height 1403.1499999999999}
|
||
{:x1 455.8104248046875,
|
||
:y1 1002.9912719726562,
|
||
:x2 884.0823059082031,
|
||
:y2 1021.066162109375,
|
||
:width 992.1266666666666,
|
||
:height 1403.1499999999999}
|
||
{:x1 107.54190063476562,
|
||
:y1 1022.9147338867188,
|
||
:x2 367.8266906738281,
|
||
:y2 1040.9895629882812,
|
||
:width 992.1266666666666,
|
||
:height 1403.1499999999999}),
|
||
:page 14},
|
||
:content {:text "The higher Recall value you have, the higher completeness cluster is extracted, and vice-versa. "},
|
||
:properties {:color "blue"}}
|
||
{:id #uuid "65552908-9bcb-4bc8-ab76-323e776f4928",
|
||
:page 14,
|
||
:position {:bounding {:x1 146.62368774414062,
|
||
:y1 1056.1717529296875,
|
||
:x2 397.52142333984375,
|
||
:y2 1074.24658203125,
|
||
:width 992.1266666666666,
|
||
:height 1403.1499999999999},
|
||
:rects ({:x1 146.62368774414062,
|
||
:y1 1056.1717529296875,
|
||
:x2 397.52142333984375,
|
||
:y2 1074.24658203125,
|
||
:width 992.1266666666666,
|
||
:height 1403.1499999999999}),
|
||
:page 14},
|
||
:content {:text "For each extracted cluster (EXC),"},
|
||
:properties {:color "green"}}],
|
||
:extra {:page 12}}
|