{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,27]],"date-time":"2026-07-27T18:44:40Z","timestamp":1785177880918,"version":"3.55.0"},"reference-count":45,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2023,6,1]],"date-time":"2023-06-01T00:00:00Z","timestamp":1685577600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,6,1]],"date-time":"2023-06-01T00:00:00Z","timestamp":1685577600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,6,1]],"date-time":"2023-06-01T00:00:00Z","timestamp":1685577600000},"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":["61972309"],"award-info":[{"award-number":["61972309"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Comput. Soc. Syst."],"published-print":{"date-parts":[[2023,6]]},"DOI":"10.1109\/tcss.2022.3164667","type":"journal-article","created":{"date-parts":[[2022,5,5]],"date-time":"2022-05-05T19:54:45Z","timestamp":1651780485000},"page":"1288-1300","source":"Crossref","is-referenced-by-count":86,"title":["PIANO: Influence Maximization Meets Deep Reinforcement Learning"],"prefix":"10.1109","volume":"10","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2382-6289","authenticated-orcid":false,"given":"Hui","family":"Li","sequence":"first","affiliation":[{"name":"School of Computer Science and Technology, Xidian University, Xi&#x2019;an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mengting","family":"Xu","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Xidian University, Xi&#x2019;an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1957-8016","authenticated-orcid":false,"given":"Sourav S.","family":"Bhowmick","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Nanyang Technological University, Singapore"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Joty Shafiq","family":"Rayhan","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Nanyang Technological University, Singapore"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Changsheng","family":"Sun","sequence":"additional","affiliation":[{"name":"School of Computing, National University of Singapore, Singapore"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5569-0780","authenticated-orcid":false,"given":"Jiangtao","family":"Cui","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Xidian University, Xi&#x2019;an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/956750.956769"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/2723372.2723734"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1038\/nature14236"},{"key":"ref4","first-page":"2702","article-title":"Discriminative embeddings of latent variable models for structured data","volume-title":"Proc. Int. Conf. Mach. Learn. (ICML)","author":"Dai"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/2882903.2915207"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/1281192.1281239"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/2588555.2593670"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/1557019.1557047"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v25i1.7838"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2011.132"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3035918.3035924"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611973402.70"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.14778\/3099622.3099623"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/WI.2018.00-62"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/2783258.2783392"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2020.04.023"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ASONAM49781.2020.9381471"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/1282100.1282167"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/2723372.2723710"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/s41019-020-00117-1"},{"key":"ref21","first-page":"3530","article-title":"Model-independent online learning for influence maximization","volume-title":"Proc. ICML","author":"Vaswani"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-23780-5_28"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-55393-7_15"},{"key":"ref24","first-page":"575","article-title":"Influence maximization in unknown social networks: Learning policies for effective graph sampling","volume-title":"Proc. Int. Joint Conf. Auton. Agents Multiagent Syst. (AAMAS)","author":"Kamarthi"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2019.112905"},{"key":"ref26","first-page":"20000","article-title":"GCOMB: Learning budget-constrained combinatorial algorithms over billion-sized graphs","volume-title":"Proc. Conf. Neural Inf. Process. Syst. (NeurIPS)","volume":"33","author":"Manchanda"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/1120.003.0080"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623732"},{"key":"ref29","article-title":"Watch your step: Learning graph embeddings through attention","author":"Abu-El-Haija","year":"2017","journal-title":"arXiv:1710.09599"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939754"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939753"},{"issue":"9","key":"ref32","first-page":"2539","article-title":"Weisfeiler-lehman graph kernels","volume":"12","author":"Shervashidze","year":"2011","journal-title":"J. Mach. Learn. Res."},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3220077"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/11523468_91"},{"key":"ref35","volume-title":"Reinforcement Learning: An Introduction","author":"Sutton","year":"2018"},{"key":"ref36","first-page":"1","article-title":"Playing atari with deep reinforcement learning","volume":"abs\/1312.5602","author":"Mnih","year":"2013","journal-title":"CoRR"},{"key":"ref37","first-page":"1","article-title":"DISCO: Influence maximization meets network embedding and deep learning","volume":"abs\/1906.07378","author":"Li","year":"2019","journal-title":"CoRR"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/2601438"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/1150402.1150479"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/2491159.2491168"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/2318857.2254795"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/1177705148"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/1150402.1150476"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3220101"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.14778\/3213880.3213883"}],"container-title":["IEEE Transactions on Computational Social Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6570650\/10132891\/09769766.pdf?arnumber=9769766","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,22]],"date-time":"2024-01-22T21:58:10Z","timestamp":1705960690000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9769766\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6]]},"references-count":45,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/tcss.2022.3164667","relation":{},"ISSN":["2329-924X","2373-7476"],"issn-type":[{"value":"2329-924X","type":"electronic"},{"value":"2373-7476","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,6]]}}}