{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,2]],"date-time":"2026-05-02T06:47:11Z","timestamp":1777704431142,"version":"3.51.4"},"reference-count":26,"publisher":"SAGE Publications","issue":"4","license":[{"start":{"date-parts":[[2018,9,6]],"date-time":"2018-09-06T00:00:00Z","timestamp":1536192000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["Journal of Intelligent &amp; Fuzzy Systems"],"published-print":{"date-parts":[[2018,10,27]]},"abstract":"<jats:p>With the rapid proliferation of information technology, researchers find it more and more difficult to rapidly find appropriate reference papers for an authoring paper. Citation recommendation aims to overcome this problem by providing a list of reference papers given a query document. There exist various aspects in bibliographic literature acting as paper\u2019s scholarly roles, such as paper\u2019s content, paper\u2019s author, citation behavior, paper\u2019s topic. We argue that combining different kinds of paper\u2019s scholarly roles can enhance citation recommendation performance. Based on it, we propose a network correlation based query-oriented citation recommendation approach. We first construct a semantic network and a citation network, these two networks consist of the same vertices but different edge connection. Then we build correlations of these two networks and select the top features to calculate the semantic similarities of the query paper and scientific papers. Finally, we choose the top ranked scientific papers as the recommended citation list. When evaluating on the AAN dataset, the experimental results demonstrate the efficacy of the proposed approach.<\/jats:p>","DOI":"10.3233\/jifs-172039","type":"journal-article","created":{"date-parts":[[2018,9,7]],"date-time":"2018-09-07T10:59:03Z","timestamp":1536317943000},"page":"4621-4628","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":7,"title":["Query-oriented citation recommendation based on network correlation"],"prefix":"10.1177","volume":"35","author":[{"given":"Libin","family":"Yang","sequence":"first","affiliation":[{"name":"School of Automation, Northwestern Polytechnical University, Xi\u2019an Shaanxi, China"}]},{"given":"Yu","family":"Zheng","sequence":"additional","affiliation":[{"name":"College of Information Engineering, Northwest A&amp;F University, YangLing, Shaanxi, China"}]},{"given":"Xiaoyan","family":"Cai","sequence":"additional","affiliation":[{"name":"School of Automation, Northwestern Polytechnical University, Xi\u2019an Shaanxi, China"}]},{"given":"Shirui","family":"Pan","sequence":"additional","affiliation":[{"name":"Centre for Artificial Intelligence, University of Technology Sydney, Sydney, Australia"}]},{"given":"Tao","family":"Dai","sequence":"additional","affiliation":[{"name":"School of Software Engineering, Xi\u2019an Jiaotong University, Xi\u2019an Shaanxi, China"}]}],"member":"179","published-online":{"date-parts":[[2018,9,6]]},"reference":[{"key":"e_1_3_3_2_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2015.12.018"},{"key":"e_1_3_3_3_2","doi-asserted-by":"publisher","DOI":"10.1145\/1998076.1998132"},{"key":"e_1_3_3_4_2","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2105-10-S1-S59"},{"key":"e_1_3_3_5_2","doi-asserted-by":"publisher","DOI":"10.1142\/S0218001404003228"},{"key":"e_1_3_3_6_2","doi-asserted-by":"publisher","DOI":"10.1145\/587078.587096"},{"key":"e_1_3_3_7_2","first-page":"309","volume-title":"A research paper recommender system","author":"Gipp B.","year":"2009","unstructured":"GippB., BeelJ. and SciensteinC.H., A research paper recommender system, Proceedings of the International Conference on Emerging Trends in Computing (ICETC\u201909), 2009, pp. 309\u2013315."},{"key":"e_1_3_3_8_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICADIWT.2011.6041413"},{"key":"e_1_3_3_9_2","doi-asserted-by":"publisher","DOI":"10.1145\/2020408.2020480"},{"key":"e_1_3_3_10_2","doi-asserted-by":"publisher","DOI":"10.1145\/2505515.2507831"},{"key":"e_1_3_3_11_2","first-page":"1267","article-title":"Scientific article recommendation by using distributed representations of text and graph","author":"Gupta S.","year":"2017","unstructured":"GuptaS. and VarmaV., Scientific article recommendation by using distributed representations of text and graph, Proc of WWW2017 Companion, 2017, pp. 1267\u20131268.","journal-title":"Proc of WWW2017 Companion"},{"key":"e_1_3_3_12_2","doi-asserted-by":"publisher","DOI":"10.1145\/2661829.2661965"},{"key":"e_1_3_3_13_2","doi-asserted-by":"publisher","DOI":"10.1007\/s.12652-017-0497-1"},{"key":"e_1_3_3_14_2","doi-asserted-by":"publisher","unstructured":"CaiX. HanJ. LiW. ZhangR. PanS. and YangL. A three-layered mutually reinforced model for personalized citation recommendation IEEE Trans Neural Networks Learn Syst (2018). DOI: 10.1109\/TNNLS.2018.2817245","DOI":"10.1109\/TNNLS.2018.2817245"},{"key":"e_1_3_3_15_2","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2007.911822"},{"key":"e_1_3_3_16_2","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2017.2749125"},{"key":"e_1_3_3_17_2","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2017.2781424"},{"key":"e_1_3_3_18_2","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2017.2783902"},{"key":"e_1_3_3_19_2","doi-asserted-by":"publisher","unstructured":"HanJ. ChengG. LiZ. and ZhangD. A unified metric learning-based framework for co-saliency detection IEEE Trans Circuits Syst Video Technol (2017). 10.1109\/TCSVT.2017.2706264.","DOI":"10.1109\/TCSVT.2017.2706264"},{"key":"e_1_3_3_20_2","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2017.2760512"},{"key":"e_1_3_3_21_2","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.12037"},{"key":"e_1_3_3_22_2","doi-asserted-by":"publisher","DOI":"10.2991\/ijcis.11.1.44"},{"key":"e_1_3_3_23_2","first-page":"1188","article-title":", ICML","author":"Le Q.","year":"2014","unstructured":"LeQ. and MikolovT., , ICML, Distributed Representations of Sentences and Documents (2014), pp. 1188\u20131196.","journal-title":"Distributed Representations of Sentences and Documents"},{"key":"e_1_3_3_24_2","volume-title":"Research paper recommender systems: A random-walk based approach","author":"Gori M.","unstructured":"GoriM. and PucciA., Research paper recommender systems: A random-walk based approach, Proceedings of the 2006 IEEE\/WIC\/ACM International Conference on Web Intelligence (WI\u201906)."},{"key":"e_1_3_3_25_2","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2011.222"},{"key":"e_1_3_3_26_2","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2015.2510333"},{"key":"e_1_3_3_27_2","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2013.2287275"}],"container-title":["Journal of Intelligent &amp; Fuzzy Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.3233\/JIFS-172039","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/full-xml\/10.3233\/JIFS-172039","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.3233\/JIFS-172039","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T09:41:12Z","timestamp":1777455672000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/10.3233\/JIFS-172039"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,9,6]]},"references-count":26,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2018,10,27]]}},"alternative-id":["10.3233\/JIFS-172039"],"URL":"https:\/\/doi.org\/10.3233\/jifs-172039","relation":{},"ISSN":["1064-1246","1875-8967"],"issn-type":[{"value":"1064-1246","type":"print"},{"value":"1875-8967","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,9,6]]}}}