{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,7]],"date-time":"2026-07-07T02:55:26Z","timestamp":1783392926986,"version":"3.54.6"},"reference-count":52,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2022,11,1]],"date-time":"2022-11-01T00:00:00Z","timestamp":1667260800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2022,11,1]],"date-time":"2022-11-01T00:00:00Z","timestamp":1667260800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2022,11,1]],"date-time":"2022-11-01T00:00:00Z","timestamp":1667260800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-017"},{"start":{"date-parts":[[2022,11,1]],"date-time":"2022-11-01T00:00:00Z","timestamp":1667260800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"},{"start":{"date-parts":[[2022,11,1]],"date-time":"2022-11-01T00:00:00Z","timestamp":1667260800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-012"},{"start":{"date-parts":[[2022,11,1]],"date-time":"2022-11-01T00:00:00Z","timestamp":1667260800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,11,1]],"date-time":"2022-11-01T00:00:00Z","timestamp":1667260800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-004"}],"funder":[{"DOI":"10.13039\/501100013314","name":"Higher Education Discipline Innovation Project","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100013314","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100015401","name":"Key Research and Development Projects of Shaanxi Province","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100015401","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002338","name":"Ministry of Education of the People&apos;s Republic of China","doi-asserted-by":"publisher","award":["B13044"],"award-info":[{"award-number":["B13044"]}],"id":[{"id":"10.13039\/501100002338","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["clinicalkey.com","clinicalkey.com.au","clinicalkey.es","clinicalkey.fr","clinicalkey.jp","elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Computer Methods and Programs in Biomedicine"],"published-print":{"date-parts":[[2022,11]]},"DOI":"10.1016\/j.cmpb.2022.107107","type":"journal-article","created":{"date-parts":[[2022,9,6]],"date-time":"2022-09-06T00:06:08Z","timestamp":1662422768000},"page":"107107","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":13,"special_numbering":"C","title":["Towards tacit knowledge mining within context: Visual cognitive graph model and eye movement image interpretation"],"prefix":"10.1016","volume":"226","author":[{"given":"Weiwei","family":"Yu","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dian","family":"Jin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Wenfeng","family":"Cai","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Feng","family":"Zhao","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiaokun","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"issue":"3","key":"10.1016\/j.cmpb.2022.107107_bib0001","doi-asserted-by":"crossref","first-page":"468","DOI":"10.1016\/j.cmpb.2011.02.006","article-title":"Evaluating the human ongoing visual search performance by eye tracking application and sequencing tests","volume":"107","author":"Veneri","year":"2012","journal-title":"Comput Methods Programs Biomed"},{"key":"10.1016\/j.cmpb.2022.107107_bib0002","doi-asserted-by":"crossref","first-page":"140","DOI":"10.1016\/j.neucom.2014.05.049","article-title":"Spatial and temporal visual attention prediction in videos using eye movement data","volume":"145","author":"Han","year":"2014","journal-title":"Neurocomputing"},{"key":"10.1016\/j.cmpb.2022.107107_bib0003","series-title":"Proc., ICSC15: The Canadian Society for Civil Engineering 5th Int.\/11th Construction Specialty Conf","article-title":"Measuring construction workers\u2019 attention using eye-tracking technology","author":"Bhoir","year":"2015"},{"issue":"12","key":"10.1016\/j.cmpb.2022.107107_bib0004","first-page":"2003","article-title":"Attention and eye-movement control in reading: the selective reading paradigm","volume":"42","author":"Reingold","year":"2016","journal-title":"Journal of Experimental Psychology: Human Perception and Performance"},{"issue":"August 2017","key":"10.1016\/j.cmpb.2022.107107_bib0005","doi-asserted-by":"crossref","first-page":"9","DOI":"10.1016\/j.visres.2018.05.006","article-title":"How task demands influence scanpath similarity in a sequential number-search task","volume":"149","author":"Dewhurst","year":"2018","journal-title":"Vision Res."},{"issue":"3","key":"10.1016\/j.cmpb.2022.107107_bib0006","doi-asserted-by":"crossref","first-page":"1","DOI":"10.16910\/jemr.9.3.3","article-title":"Comparing the difficulty of tasks using eye tracking combined with subjective and behavioural criteria","volume":"9","author":"Andrzejewska","year":"2016","journal-title":"J Eye Mov Res"},{"issue":"1","key":"10.1016\/j.cmpb.2022.107107_bib0007","doi-asserted-by":"crossref","first-page":"2907","DOI":"10.1038\/s41467-018-05319-w","article-title":"Saccade metrics reflect decision-making dynamics during urgent choices","volume":"9","author":"Seideman","year":"2018","journal-title":"Nat Commun"},{"key":"10.1016\/j.cmpb.2022.107107_bib0008","series-title":"2022\u00a0IEEE 19th International Symposium on Biomedical Imaging (ISBI)","first-page":"1","article-title":"Visual attention analysis of pathologists examining whole slide images of prostate cancer","author":"Chakraborty","year":"2022"},{"issue":"13","key":"10.1016\/j.cmpb.2022.107107_bib0009","doi-asserted-by":"crossref","first-page":"4289","DOI":"10.3390\/s21134289","article-title":"Application of eye tracking technology in aviation, maritime, and construction industries: a systematic review","volume":"21","author":"Martinez-Marquez","year":"2021","journal-title":"Sensors"},{"key":"10.1016\/j.cmpb.2022.107107_bib0010","unstructured":"M. Polanyi, Personal Knowledge, Personal Knowledge, 1958."},{"issue":"6","key":"10.1016\/j.cmpb.2022.107107_bib0011","doi-asserted-by":"crossref","first-page":"811","DOI":"10.1111\/1467-6486.00260","article-title":"Tacit knowledge: some suggestions for operationalization","volume":"38","author":"Ambrosini","year":"2001","journal-title":"Journal of Management Studies"},{"key":"10.1016\/j.cmpb.2022.107107_bib0012","series-title":"Healthcare","first-page":"492","article-title":"Mental health nurses\u2019 tacit knowledge of strategies for improving medication adherence for schizophrenia: A qualitative study","volume":"volume\u00a010","author":"Lin","year":"2022"},{"key":"10.1016\/j.cmpb.2022.107107_bib0013","first-page":"525","article-title":"Quantifying eye tracking between skilled nurses and nursing students in intravenous injection","volume":"225","author":"Maekawa","year":"2016","journal-title":"Stud Health Technol Inform"},{"issue":"5","key":"10.1016\/j.cmpb.2022.107107_bib0014","doi-asserted-by":"crossref","DOI":"10.1061\/(ASCE)ME.1943-5479.0000526","article-title":"Measuring the impacts of safety knowledge on construction workers\u2019 attentional allocation and hazard detection using remote eye-tracking technology","volume":"33","author":"Hasanzadeh","year":"2017","journal-title":"J. Manage. Eng."},{"key":"10.1016\/j.cmpb.2022.107107_bib0015","doi-asserted-by":"crossref","first-page":"105518","DOI":"10.1016\/j.ssci.2021.105518","article-title":"Exploring inattentional blindness in failure of safety risk perception: focusing on safety knowledge in construction industry","volume":"145","author":"Park","year":"2022","journal-title":"Saf Sci"},{"key":"10.1016\/j.cmpb.2022.107107_bib0016","series-title":"2020\u00a0IEEE International Conference on Automatic Control and Intelligent Systems (I2CACIS)","first-page":"18","article-title":"Proposed model of key performance indicators to evaluate the tacit knowledge performance level of the academicians in iraqi universities","author":"Al-Sulami","year":"2020"},{"key":"10.1016\/j.cmpb.2022.107107_bib0017","first-page":"1","article-title":"Supporting traditional handicrafts teaching through eye movement technology","author":"Ye","year":"2022","journal-title":"Int. J. Technol. Des. Educ."},{"issue":"10","key":"10.1016\/j.cmpb.2022.107107_bib0018","doi-asserted-by":"crossref","first-page":"1163","DOI":"10.1016\/j.jsams.2019.05.008","article-title":"Coach knowledge in talent identification: asystematic review and meta-synthesis","volume":"22","author":"Roberts","year":"2019","journal-title":"Journal of science and medicine in sport"},{"key":"10.1016\/j.cmpb.2022.107107_bib0019","series-title":"2019 6th International Conference on Soft Computing & Machine Intelligence (ISCMI)","first-page":"35","article-title":"Automation of tacit knowledge using machine learning","author":"Satsangi","year":"2019"},{"key":"10.1016\/j.cmpb.2022.107107_bib0020","series-title":"2019 International Congress on Applied Information Technology (AIT)","first-page":"1","article-title":"Machine learning of ambiguous sentences in technical manual for tacit knowledge acquisition","author":"Kai","year":"2019"},{"key":"10.1016\/j.cmpb.2022.107107_bib0021","doi-asserted-by":"crossref","first-page":"1680","DOI":"10.1016\/j.procs.2019.09.338","article-title":"The pottery skills and tacit knowledge of a maser: an analysis using eye-tracking data","volume":"159","author":"Nakamura","year":"2019","journal-title":"Procedia Comput Sci"},{"key":"10.1016\/j.cmpb.2022.107107_bib0022","doi-asserted-by":"crossref","first-page":"103474","DOI":"10.1016\/j.apergo.2021.103474","article-title":"Years of experience is more effective in defining experts in the gaze analysis of laparoscopic suturing task than task duration","volume":"96","author":"Maeda","year":"2021","journal-title":"Appl Ergon"},{"issue":"1","key":"10.1016\/j.cmpb.2022.107107_bib0023","doi-asserted-by":"crossref","first-page":"1","DOI":"10.4018\/IJSSOE.297138","article-title":"Exploring knowledge engineering in cognitive skills transfer for small and medium-sized companies using eye tracking","volume":"12","author":"Nakamura","year":"2022","journal-title":"International Journal of Systems and Service-Oriented Engineering (IJSSOE)"},{"issue":"9","key":"10.1016\/j.cmpb.2022.107107_bib0024","doi-asserted-by":"crossref","first-page":"5047","DOI":"10.3390\/ijerph19095047","article-title":"Experience-dependent effects to situational awareness in police officers: an eye tracking study","volume":"19","author":"Huhta","year":"2022","journal-title":"Int J Environ Res Public Health"},{"issue":"2","key":"10.1016\/j.cmpb.2022.107107_bib0025","first-page":"55","article-title":"Visualization of eye gaze data using heat maps","volume":"74","author":"\u0160pakov","year":"2007","journal-title":"Elektronika ir elektrotechnika"},{"key":"10.1016\/j.cmpb.2022.107107_bib0026","doi-asserted-by":"crossref","first-page":"307","DOI":"10.1145\/2578153.2578205","article-title":"Saccade plots","author":"Burch","year":"2014","journal-title":"Eye Tracking Research and Applications Symposium (ETRA)"},{"key":"10.1016\/j.cmpb.2022.107107_bib0027","doi-asserted-by":"crossref","first-page":"151","DOI":"10.1145\/2578153.2578175","article-title":"A dynamic graph visualization perspective on eye movement data","volume":"1","author":"Burch","year":"2014","journal-title":"Eye Tracking Research and Applications Symposium (ETRA)"},{"issue":"4","key":"10.1016\/j.cmpb.2022.107107_bib0028","doi-asserted-by":"crossref","first-page":"677","DOI":"10.1007\/s12650-020-00656-9","article-title":"Exploring eye movement data with image-based clustering","volume":"23","author":"Burch","year":"2020","journal-title":"J. Visualization"},{"issue":"1","key":"10.1016\/j.cmpb.2022.107107_bib0029","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1038\/s41598-020-63951-3","article-title":"Graph-Based analysis of visual scanning patterns: adevelopmental study on green and normal images","volume":"10","author":"Yazdan-Shahmorad","year":"2020","journal-title":"Sci Rep"},{"issue":"1","key":"10.1016\/j.cmpb.2022.107107_bib0030","doi-asserted-by":"crossref","first-page":"301","DOI":"10.1109\/TVCG.2016.2598695","article-title":"Visual analytics for mobile eye tracking","volume":"23","author":"Kurzhals","year":"2017","journal-title":"IEEE Trans Vis Comput Graph"},{"key":"10.1016\/j.cmpb.2022.107107_bib0031","series-title":"Extended abstracts of the 2018\u00a0CHI conference on human factors in computing systems","first-page":"1","article-title":"Alpscarf: Augmenting scarf plots for exploring temporal gaze patterns","author":"Yang","year":"2018"},{"issue":"2","key":"10.1016\/j.cmpb.2022.107107_bib0032","doi-asserted-by":"crossref","first-page":"132","DOI":"10.1002\/kpm.1693","article-title":"Worker and manager judgments about factors that facilitate knowledge-sharing: insights from a brazilian automotive assembly line","volume":"29","author":"Muniz","year":"2022","journal-title":"Knowledge and Process Management"},{"issue":"June 2018","key":"10.1016\/j.cmpb.2022.107107_bib0033","doi-asserted-by":"crossref","first-page":"21","DOI":"10.1016\/j.ijhcs.2019.04.006","article-title":"Designing human-in-the-loop autonomous Cyber-Physical Systems","volume":"130","author":"Gil","year":"2019","journal-title":"International Journal of Human Computer Studies"},{"key":"10.1016\/j.cmpb.2022.107107_bib0034","article-title":"Advanced statistical methods for eye movement analysis and modeling: a gentle introduction","author":"Boccignone","year":"2015","journal-title":"arXiv"},{"key":"10.1016\/j.cmpb.2022.107107_bib0035","doi-asserted-by":"crossref","first-page":"69","DOI":"10.1016\/j.bandc.2016.05.002","article-title":"A social bayesian brain: how social knowledge can shape visual perception","volume":"112","author":"Otten","year":"2017","journal-title":"Brain Cogn"},{"key":"10.1016\/j.cmpb.2022.107107_bib0036","doi-asserted-by":"crossref","first-page":"24079","DOI":"10.1109\/ACCESS.2021.3056090","article-title":"Method of setting exit advance guide signs in highway tunnels based on the driver\u2019s eye movement with markov chains","volume":"9","author":"Shang","year":"2021","journal-title":"IEEE Access"},{"key":"10.1016\/j.cmpb.2022.107107_bib0037","series-title":"SMC\u201903 Conference Proceedings. 2003 IEEE International Conference on Systems, Man and Cybernetics. Conference Theme-System Security and Assurance (Cat. No. 03CH37483)","first-page":"2889","article-title":"Hidden Markov models to identify pilot instrument scanning and attention patterns","volume":"volume\u00a03","author":"Hayashi","year":"2003"},{"key":"10.1016\/j.cmpb.2022.107107_bib0038","article-title":"Applying hidden Markov models to visual activity analysis for simple digital control panel operations","author":"Grobelny","year":"2017","journal-title":"WORking papers in Management Science (WORMS)"},{"key":"10.1016\/j.cmpb.2022.107107_bib0039","article-title":"Application of hidden Markov models to eye tracking data analysis of visual quality inspection operations","author":"Ulutas","year":"2020","journal-title":"WORking papers in Management Science (WORMS)"},{"issue":"5","key":"10.1016\/j.cmpb.2022.107107_bib0040","doi-asserted-by":"crossref","first-page":"523","DOI":"10.1109\/TSMC.2013.2279715","article-title":"What\/where to look next? modeling top-down visual attention in complex interactive environments","volume":"44","author":"Borji","year":"2014","journal-title":"IEEE Transactions on Systems, Man, and Cybernetics: Systems"},{"key":"10.1016\/j.cmpb.2022.107107_bib0041","doi-asserted-by":"crossref","DOI":"10.3389\/fpsyt.2020.585149","article-title":"Social visual perception under the eye of bayesian theories in autism spectrum disorder using advanced modeling of spatial and temporal parameters","volume":"11","author":"Ioannou","year":"2020","journal-title":"Front Psychiatry"},{"key":"10.1016\/j.cmpb.2022.107107_bib0042","doi-asserted-by":"crossref","first-page":"111569","DOI":"10.1016\/j.measurement.2022.111569","article-title":"Geometrical deviation modeling and monitoring of 3d surface based on multi-output gaussian process","volume":"199","author":"Zhao","year":"2022","journal-title":"Measurement"},{"key":"10.1016\/j.cmpb.2022.107107_bib0043","doi-asserted-by":"crossref","first-page":"111","DOI":"10.1016\/j.inffus.2020.09.006","article-title":"A survey on deep learning in medicine: why, how and when?","volume":"66","author":"Piccialli","year":"2021","journal-title":"Information Fusion"},{"issue":"9","key":"10.1016\/j.cmpb.2022.107107_bib0044","doi-asserted-by":"crossref","first-page":"4446","DOI":"10.1109\/TIP.2017.2710620","article-title":"DeepFix: a fully convolutional neural network for predicting human eye fixations","volume":"26","author":"Kruthiventi","year":"2017","journal-title":"IEEE Trans. Image Process."},{"issue":"1","key":"10.1016\/j.cmpb.2022.107107_bib0045","doi-asserted-by":"crossref","first-page":"17","DOI":"10.1016\/j.cirp.2018.04.066","article-title":"Deep learning-based human motion recognition for predictive context-aware human-robot collaboration","volume":"67","author":"Wang","year":"2018","journal-title":"CIRP Ann."},{"key":"10.1016\/j.cmpb.2022.107107_bib0046","series-title":"Proceedings of the IEEE\/CVF International Conference on Computer Vision","first-page":"13178","article-title":"Medirl: predicting the visual attention of drivers via maximum entropy deep inverse reinforcement learning","author":"Baee","year":"2021"},{"key":"10.1016\/j.cmpb.2022.107107_bib0047","doi-asserted-by":"crossref","first-page":"217068","DOI":"10.1109\/ACCESS.2020.3041606","article-title":"Interpretable global-local dynamics for the prediction of eye fixations in autonomous driving scenarios","volume":"8","author":"Martinez-Cebrian","year":"2020","journal-title":"IEEE Access"},{"issue":"5","key":"10.1016\/j.cmpb.2022.107107_bib0048","doi-asserted-by":"crossref","first-page":"2146","DOI":"10.1109\/TITS.2019.2915540","article-title":"How do drivers allocate their potential attention? driving fixation prediction via convolutional neural networks","volume":"21","author":"Deng","year":"2019","journal-title":"IEEE Trans. Intell. Transp. Syst."},{"key":"10.1016\/j.cmpb.2022.107107_bib0049","doi-asserted-by":"crossref","first-page":"802","DOI":"10.1016\/j.future.2019.09.047","article-title":"Deep learning-based cardiovascular image diagnosis: apromising challenge","volume":"110","author":"Wong","year":"2020","journal-title":"Future Generation Computer Systems"},{"key":"10.1016\/j.cmpb.2022.107107_bib0050","series-title":"Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining","first-page":"215223","article-title":"Toeplitz inverse covariance-based clustering of multivariate time series data","author":"Hallac","year":"2017"},{"issue":"2","key":"10.1016\/j.cmpb.2022.107107_bib0051","doi-asserted-by":"crossref","first-page":"163","DOI":"10.1080\/0022250X.2001.9990249","article-title":"A faster algorithm for betweenness centrality","volume":"25","author":"Brandes","year":"2001","journal-title":"Journal of mathematical sociology"},{"key":"10.1016\/j.cmpb.2022.107107_bib0052","doi-asserted-by":"crossref","first-page":"462","DOI":"10.1016\/j.future.2021.09.030","article-title":"Prostate cancer classification from ultrasound and MRI images using deep learning based explainable artificial intelligence","volume":"127","author":"Hassan","year":"2022","journal-title":"Future Generation Computer Systems"}],"container-title":["Computer Methods and Programs in Biomedicine"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0169260722004886?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0169260722004886?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,9,30]],"date-time":"2025-09-30T04:11:33Z","timestamp":1759205493000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0169260722004886"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,11]]},"references-count":52,"alternative-id":["S0169260722004886"],"URL":"https:\/\/doi.org\/10.1016\/j.cmpb.2022.107107","relation":{},"ISSN":["0169-2607"],"issn-type":[{"value":"0169-2607","type":"print"}],"subject":[],"published":{"date-parts":[[2022,11]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Towards tacit knowledge mining within context: Visual cognitive graph model and eye movement image interpretation","name":"articletitle","label":"Article Title"},{"value":"Computer Methods and Programs in Biomedicine","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.cmpb.2022.107107","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2022 Elsevier B.V. All rights reserved.","name":"copyright","label":"Copyright"}],"article-number":"107107"}}