{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:12:47Z","timestamp":1750219967959,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":17,"publisher":"ACM","license":[{"start":{"date-parts":[[2023,5,30]],"date-time":"2023-05-30T00:00:00Z","timestamp":1685404800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2023,5,30]]},"DOI":"10.1145\/3588015.3589192","type":"proceedings-article","created":{"date-parts":[[2023,5,24]],"date-time":"2023-05-24T10:20:27Z","timestamp":1684923627000},"page":"1-6","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Program Code Navigation Model for Individuals based on LSTM with Co-clustering"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0004-9871-397X","authenticated-orcid":false,"given":"Ming","family":"Sun","sequence":"first","affiliation":[{"name":"University of Melbourne, Australia"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5563-6901","authenticated-orcid":false,"given":"Minoru","family":"Nakayama","sequence":"additional","affiliation":[{"name":"Tokyo Institute of Technology, Japan"}]}],"member":"320","published-online":{"date-parts":[[2023,5,30]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"EMIP Toolkit: A Python Library for Customized Post-Processing of the Eye Movements in Programming Dataset. In ACM Symposium on Eye Tracking Research and Applications","author":"Al\u00a0Madi Naser","year":"2021","unstructured":"Naser Al\u00a0Madi , Drew Guarnera , Bonita Sharif , and Jonathan Maletic . 2021 . EMIP Toolkit: A Python Library for Customized Post-Processing of the Eye Movements in Programming Dataset. In ACM Symposium on Eye Tracking Research and Applications ( Virtual Event, Germany) (ETRA \u201921 Short Papers). Association for Computing Machinery, New York, NY, USA, Article 34, 6\u00a0pages. https:\/\/doi.org\/10.1145\/3448018.3457425 10.1145\/3448018.3457425 Naser Al\u00a0Madi, Drew Guarnera, Bonita Sharif, and Jonathan Maletic. 2021. EMIP Toolkit: A Python Library for Customized Post-Processing of the Eye Movements in Programming Dataset. In ACM Symposium on Eye Tracking Research and Applications (Virtual Event, Germany) (ETRA \u201921 Short Papers). Association for Computing Machinery, New York, NY, USA, Article 34, 6\u00a0pages. https:\/\/doi.org\/10.1145\/3448018.3457425"},{"volume-title":"Student Data. In Proceedings of the Tenth Annual Conference on International Computing Education Research (Glasgow","author":"C.","key":"e_1_3_2_1_2_1","unstructured":"Neil\u00a0C. C. Brown and Amjad Altadmri. 2014. Investigating Novice Programming Mistakes: Educator Beliefs vs . Student Data. In Proceedings of the Tenth Annual Conference on International Computing Education Research (Glasgow , Scotland, United Kingdom) (ICER \u201914). Association for Computing Machinery, New York, NY, USA, 43\u201350. https:\/\/doi.org\/10.1145\/2632320.2632343 10.1145\/2632320.2632343 Neil\u00a0C.C. Brown and Amjad Altadmri. 2014. Investigating Novice Programming Mistakes: Educator Beliefs vs. Student Data. In Proceedings of the Tenth Annual Conference on International Computing Education Research (Glasgow, Scotland, United Kingdom) (ICER \u201914). Association for Computing Machinery, New York, NY, USA, 43\u201350. https:\/\/doi.org\/10.1145\/2632320.2632343"},{"key":"e_1_3_2_1_3_1","unstructured":"Fabian Deitelhoff. 2020. Developing eye tracking methods for detecting source code comprehension strategies. Ph.\u00a0D. Dissertation. Fachhochschule Dortmund.  Fabian Deitelhoff. 2020. Developing eye tracking methods for detecting source code comprehension strategies. Ph.\u00a0D. Dissertation. Fachhochschule Dortmund."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.5555\/580131.856988"},{"volume-title":"The History of Computing Education Research","author":"Guzdial Mark","key":"e_1_3_2_1_5_1","unstructured":"Mark Guzdial and Benedict du Boulay . 2019. The History of Computing Education Research . Cambridge University Press , British , 11\u201339. https:\/\/doi.org\/10.1017\/9781108654555.002 10.1017\/9781108654555.002 Mark Guzdial and Benedict du Boulay. 2019. The History of Computing Education Research. Cambridge University Press, British, 11\u201339. https:\/\/doi.org\/10.1017\/9781108654555.002"},{"key":"e_1_3_2_1_6_1","volume-title":"Estimation of Reading Ability of Program Codes Using Features of Eye Movements. In ACM Symposium on Eye Tracking Research and Applications","author":"Harada Hiroto","year":"2021","unstructured":"Hiroto Harada and Minoru Nakayama . 2021 . Estimation of Reading Ability of Program Codes Using Features of Eye Movements. In ACM Symposium on Eye Tracking Research and Applications ( Virtual Event, Germany) (ETRA \u201921 Short Papers). Association for Computing Machinery, New York, NY, USA, Article 32, 5\u00a0pages. https:\/\/doi.org\/10.1145\/3448018.3457421 10.1145\/3448018.3457421 Hiroto Harada and Minoru Nakayama. 2021. Estimation of Reading Ability of Program Codes Using Features of Eye Movements. In ACM Symposium on Eye Tracking Research and Applications (Virtual Event, Germany) (ETRA \u201921 Short Papers). Association for Computing Machinery, New York, NY, USA, Article 32, 5\u00a0pages. https:\/\/doi.org\/10.1145\/3448018.3457421"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1972.10481214"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1117\/12.2636952"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.3758\/s13428-021-01541-5"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/3524488.3527363"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/3379156.3391983"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/3314111.3319825"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2020.3032064"},{"key":"e_1_3_2_1_14_1","volume-title":"Eye-Tracking Metrics in Software Engineering. In 2015 Asia-Pacific Software Engineering Conference (APSEC). IEEE","author":"Sharafi Zohreh","year":"2015","unstructured":"Zohreh Sharafi , Timothy Shaffer , Bonita Sharif , and Yann-Ga\u00ebl Gu\u00e9h\u00e9neuc . 2015 . Eye-Tracking Metrics in Software Engineering. In 2015 Asia-Pacific Software Engineering Conference (APSEC). IEEE , New Delhi, India, 96\u2013103. https:\/\/doi.org\/10.1109\/APSEC. 2015.53 10.1109\/APSEC.2015.53 Zohreh Sharafi, Timothy Shaffer, Bonita Sharif, and Yann-Ga\u00ebl Gu\u00e9h\u00e9neuc. 2015. Eye-Tracking Metrics in Software Engineering. In 2015 Asia-Pacific Software Engineering Conference (APSEC). IEEE, New Delhi, India, 96\u2013103. https:\/\/doi.org\/10.1109\/APSEC.2015.53"},{"key":"e_1_3_2_1_15_1","volume-title":"The 13th International Conference on Educational Data Mining. International Educational Data Mining Society, Virtual, 672\u2013676","author":"Sodoke Komi","year":"2020","unstructured":"Komi Sodoke , Roger Nkambou , Aude Dufresne , and Issam Tanoubi . 2020 . Toward a deep convolutional LSTM for eye gaze spatiotemporal data . In The 13th International Conference on Educational Data Mining. International Educational Data Mining Society, Virtual, 672\u2013676 . https:\/\/educationaldatamining.org\/files\/conferences\/EDM2020\/papers\/paper_40.pdf Komi Sodoke, Roger Nkambou, Aude Dufresne, and Issam Tanoubi. 2020. Toward a deep convolutional LSTM for eye gaze spatiotemporal data. In The 13th International Conference on Educational Data Mining. International Educational Data Mining Society, Virtual, 672\u2013676. https:\/\/educationaldatamining.org\/files\/conferences\/EDM2020\/papers\/paper_40.pdf"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0020-7373(85)80041-9"},{"key":"e_1_3_2_1_17_1","first-page":"17","article-title":"Predicting Code Reading Test Answers by Using Eye Movement Features","volume":"174","author":"Yan Yue","year":"2021","unstructured":"Yue Yan and Minoru Nakayama . 2021 . Predicting Code Reading Test Answers by Using Eye Movement Features . Technical Research Report of the Electronic Information and Communication Society 174 , 121 (2021), 17 \u2013 22 . https:\/\/ken.ieice.org\/ken\/paper\/20210910TCfd\/eng\/ Yue Yan and Minoru Nakayama. 2021. Predicting Code Reading Test Answers by Using Eye Movement Features. Technical Research Report of the Electronic Information and Communication Society 174, 121 (2021), 17\u201322. https:\/\/ken.ieice.org\/ken\/paper\/20210910TCfd\/eng\/","journal-title":"Technical Research Report of the Electronic Information and Communication Society"}],"event":{"name":"ETRA '23: 2023 Symposium on Eye Tracking Research and Applications","sponsor":["SIGGRAPH ACM Special Interest Group on Computer Graphics and Interactive Techniques","SIGCHI ACM Special Interest Group on Computer-Human Interaction"],"location":"Tubingen Germany","acronym":"ETRA '23"},"container-title":["2023 Symposium on Eye Tracking Research and Applications"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3588015.3589192","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T17:49:14Z","timestamp":1750182554000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3588015.3589192"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,5,30]]},"references-count":17,"alternative-id":["10.1145\/3588015.3589192","10.1145\/3588015"],"URL":"https:\/\/doi.org\/10.1145\/3588015.3589192","relation":{},"subject":[],"published":{"date-parts":[[2023,5,30]]},"assertion":[{"value":"2023-05-30","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}