{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,8]],"date-time":"2026-02-08T09:39:48Z","timestamp":1770543588095,"version":"3.49.0"},"reference-count":32,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2024,8,1]],"date-time":"2024-08-01T00:00:00Z","timestamp":1722470400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,8,1]],"date-time":"2024-08-01T00:00:00Z","timestamp":1722470400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,8,1]],"date-time":"2024-08-01T00:00:00Z","timestamp":1722470400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61701008"],"award-info":[{"award-number":["61701008"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["3282023054"],"award-info":[{"award-number":["3282023054"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Sophisticated Academic Discipline Construction Project for Capital University","award":["20210093Z0401"],"award-info":[{"award-number":["20210093Z0401"]}]},{"name":"Sophisticated Academic Discipline Construction Project for Capital University","award":["20210036Z0401"],"award-info":[{"award-number":["20210036Z0401"]}]},{"name":"Funding Project for Excellent Master of Beijing Electronics Science and Technology Institute","award":["328202255"],"award-info":[{"award-number":["328202255"]}]},{"name":"Funding Project for Excellent Master of Beijing Electronics Science and Technology Institute","award":["328202266"],"award-info":[{"award-number":["328202266"]}]},{"name":"Central Committee Information Security Key Laboratory Project entitled"},{"name":"Research on the theory and application of new cryptographic key technology"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Human-Mach. Syst."],"published-print":{"date-parts":[[2024,8]]},"DOI":"10.1109\/thms.2024.3412273","type":"journal-article","created":{"date-parts":[[2024,6,26]],"date-time":"2024-06-26T18:18:42Z","timestamp":1719425922000},"page":"465-474","source":"Crossref","is-referenced-by-count":3,"title":["BERT-Based Semantic-Aware Heterogeneous Graph Embedding Method for Enhancing App Usage Prediction Accuracy"],"prefix":"10.1109","volume":"54","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0270-5832","authenticated-orcid":false,"given":"Xi","family":"Fang","sequence":"first","affiliation":[{"name":"Beijing Electronics Science and Technology Institute, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-9865-0459","authenticated-orcid":false,"given":"Hui","family":"Yang","sequence":"additional","affiliation":[{"name":"Beijing Electronics Science and Technology Institute, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-6361-7883","authenticated-orcid":false,"given":"Liu","family":"Shi","sequence":"additional","affiliation":[{"name":"Beijing Electronics Science and Technology Institute, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-5090-6332","authenticated-orcid":false,"given":"Yilong","family":"Wang","sequence":"additional","affiliation":[{"name":"Beijing Electronics Science and Technology Institute, Beijing, China"}]},{"given":"Li","family":"Li","sequence":"additional","affiliation":[{"name":"Beijing Electronics Science and Technology Institute, Beijing, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/2370216.2370243"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2013.130"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/2507157.2507186"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/2494091.2494146"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i05.6510"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2020.107256"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3383313.3418477"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3411817"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3314391"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3314414"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3451396"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/3408325"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3161413"},{"key":"ref14","first-page":"4171","article-title":"BERT: Pre-training of deep bidirectional transformers for language understanding","volume-title":"Proc. Conf. North Amer. Ch. Assoc. Comput. Linguistics: Hum. Lang. Technologies","volume":"15","author":"Devlin","year":"2018"},{"key":"ref15","article-title":"Graph-BERT: Only attention is needed for learning graph representations","author":"Zhang","year":"2020"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3264948"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/2789168.2790097"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/116873.116880"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1310.4546"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/2307636.2307648"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/2493432.2493490"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/2493988.2494333"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/2370216.2370442"},{"key":"ref24","first-page":"1","article-title":"The PageRank citation ranking: Bringing order to the web","volume-title":"Proc. Web Conf.","author":"Page","year":"1999"},{"key":"ref25","first-page":"1","article-title":"The curious case of neural text degeneration","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Holtzman","year":"2020"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33014602"},{"key":"ref27","first-page":"2579","article-title":"Visualizing data using t-SNE","volume":"9","author":"van der Maaten","year":"2008","journal-title":"J. Mach. Learn. Res."},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TDSC.2022.3143551"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TCI.2023.3240087"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/tnnls.2023.3328060"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2023.05.052"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2022.109234"}],"container-title":["IEEE Transactions on Human-Machine Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6221037\/10604683\/10572262.pdf?arnumber=10572262","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T18:33:53Z","timestamp":1725561233000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10572262\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,8]]},"references-count":32,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/thms.2024.3412273","relation":{},"ISSN":["2168-2291","2168-2305"],"issn-type":[{"value":"2168-2291","type":"print"},{"value":"2168-2305","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,8]]}}}