{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,21]],"date-time":"2025-10-21T00:40:49Z","timestamp":1761007249502,"version":"build-2065373602"},"reference-count":19,"publisher":"Wiley","issue":"1","license":[{"start":{"date-parts":[[2015,4,24]],"date-time":"2015-04-24T00:00:00Z","timestamp":1429833600000},"content-version":"vor","delay-in-days":478,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions#vor"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Proc of Assoc for Info"],"published-print":{"date-parts":[[2014,1]]},"abstract":"<jats:title>ABSTRACT<\/jats:title><jats:p>The citation relationship between scientific publications has been successfully used for bibliometrics, information retrieval and data mining tasks, and citation\u2010based recommendation algorithms are well documented. While previous studies investigated citation relationships from various viewpoints, most of them share the same assumption that, if <jats:italic>paper<jats:sub>1<\/jats:sub><\/jats:italic> cites <jats:italic>paper<jats:sub>2<\/jats:sub><\/jats:italic> (or <jats:italic>author<jats:sub>1<\/jats:sub><\/jats:italic> cites <jats:italic>author<jats:sub>2<\/jats:sub><\/jats:italic>), they are connected, regardless of citation importance, sentiment, reason, topic, or motivation. However, this assumption is oversimplified. In this study, we propose a novel method to automatically label the massive citations in the scientific repository with different roles, a.k.a. citation role labeling. Unlike earlier studies, we employ pairwise features (similarity between citing and cited paper) and global features (citing and cited paper proximity on the heterogeneous graph), in addition to local features (information extracted solely from the citing paper, e.g. citation textual context). Evaluation result shows pairwise and global features, if properly used, can be very helpful to enhance the citation role labeling performance, especially when full\u2010text data is not readily available.<\/jats:p>","DOI":"10.1002\/meet.2014.14505101065","type":"journal-article","created":{"date-parts":[[2015,4,24]],"date-time":"2015-04-24T17:19:02Z","timestamp":1429895942000},"page":"1-10","source":"Crossref","is-referenced-by-count":3,"title":["Citation role labeling via local, pairwise, and global features"],"prefix":"10.1002","volume":"51","author":[{"given":"Chun","family":"Guo","sequence":"first","affiliation":[{"name":"School of Informatics and Computing, Indiana University Bloomington  Bloomington IN USA 47405"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yingying","family":"Yu","sequence":"additional","affiliation":[{"name":"College of Transportation Management, Dalian Maritime University  Dalian China 116026"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Azade","family":"Sanjari","sequence":"additional","affiliation":[{"name":"School of Informatics and Computing, Indiana University Bloomington  Bloomington IN USA 47405"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaozhong","family":"Liu","sequence":"additional","affiliation":[{"name":"School of Informatics and Computing, Indiana University Bloomington  Bloomington IN USA 47405"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2015,4,24]]},"reference":[{"key":"e_1_2_8_2_1","first-page":"81","volume-title":"Proceedings of the ACL 2011 Student Session","author":"Athar A.","year":"2011"},{"key":"e_1_2_8_3_1","doi-asserted-by":"publisher","DOI":"10.1108\/00220410810844150"},{"key":"e_1_2_8_4_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"e_1_2_8_5_1","doi-asserted-by":"publisher","DOI":"10.1016\/0143-6236(82)90001-1"},{"key":"e_1_2_8_6_1","doi-asserted-by":"crossref","unstructured":"Dietz L. Bickel S. &Scheffer T.(2007).Unsupervised prediction of citation influences. InProceedings of the 24th International Conference on Machine learning(pp.233\u2013240).Corvallis OR:ACM.","DOI":"10.1145\/1273496.1273526"},{"key":"e_1_2_8_7_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.0307760101"},{"key":"e_1_2_8_8_1","doi-asserted-by":"crossref","unstructured":"Gao L. Tang Z. Lin X. Liu Y. Qiu R. &Wang Y.(2011).Structure extraction from PDF\u2010based book documents. InProceedings of the 11th ACM\/IEEE\u2010CS Joint Conference on Digital Libraries(pp.11\u201320) Ottawa Ontario Canada:ACM.","DOI":"10.1145\/1998076.1998079"},{"key":"e_1_2_8_9_1","doi-asserted-by":"publisher","DOI":"10.1002\/meet.14504901152"},{"key":"e_1_2_8_10_1","unstructured":"Jochim C. &Sch\u00fctze H.(2012).Towards a generic and flexible citation classifier based on a faceted classification scheme InProceedings of the 2012 International Conference on Computational Linguistics(pp.1343\u20131358).Mumbai India:The COLING 2012 Organizing Committee."},{"key":"e_1_2_8_11_1","doi-asserted-by":"crossref","unstructured":"Liu X. Yu Y. Guo C. Sun Y. &Gao L.(2014).Context\u2010rich heterogeneous network mining approach for citation recommendation. InProceedings of the 14th ACM\/IEEE\u2010CS Joint Conference on Digital Libraries (JCDL 2014).London UK:ACM.","DOI":"10.1109\/JCDL.2014.6970191"},{"key":"e_1_2_8_12_1","doi-asserted-by":"publisher","DOI":"10.1002\/asi.22883"},{"key":"e_1_2_8_13_1","doi-asserted-by":"publisher","DOI":"10.1177\/030631277500500106"},{"key":"e_1_2_8_14_1","doi-asserted-by":"publisher","DOI":"10.1002\/asi.4630290307"},{"key":"e_1_2_8_15_1","doi-asserted-by":"crossref","unstructured":"Nallapati R. M. Ahmed A. Xing E. P. &Cohen W. W.(2008).Joint latent topic models for text and citations InProceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining(pp.542\u2013550).Las Vegas NV:ACM.","DOI":"10.1145\/1401890.1401957"},{"volume-title":"Introduction to Modern Information Retrieval","year":"1986","author":"Salton G.","key":"e_1_2_8_16_1"},{"key":"e_1_2_8_17_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1000361"},{"key":"e_1_2_8_18_1","doi-asserted-by":"publisher","DOI":"10.1177\/030631277700700111"},{"key":"e_1_2_8_19_1","doi-asserted-by":"crossref","unstructured":"Teufel S. Siddharthan A. &Tidhar D.(2006).Automatic classification of citation function InProceedings of the 2006 Conference on Empirical Methods in Natural Language Processing(pp.103\u2013110).Sydney Australia:Association for Computational Linguistics.","DOI":"10.3115\/1610075.1610091"},{"key":"e_1_2_8_20_1","doi-asserted-by":"publisher","DOI":"10.1088\/1742-5468\/2007\/06\/P06010"}],"container-title":["Proceedings of the American Society for Information Science and Technology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.wiley.com\/onlinelibrary\/tdm\/v1\/articles\/10.1002%2Fmeet.2014.14505101065","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.wiley.com\/onlinelibrary\/tdm\/v1\/articles\/10.1002%2Fmeet.2014.14505101065","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/asistdl.onlinelibrary.wiley.com\/doi\/pdf\/10.1002\/meet.2014.14505101065","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,20]],"date-time":"2025-10-20T11:59:47Z","timestamp":1760961587000},"score":1,"resource":{"primary":{"URL":"https:\/\/asistdl.onlinelibrary.wiley.com\/doi\/10.1002\/meet.2014.14505101065"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,1]]},"references-count":19,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2014,1]]}},"alternative-id":["10.1002\/meet.2014.14505101065"],"URL":"https:\/\/doi.org\/10.1002\/meet.2014.14505101065","archive":["Portico"],"relation":{},"ISSN":["0044-7870","1550-8390"],"issn-type":[{"type":"print","value":"0044-7870"},{"type":"electronic","value":"1550-8390"}],"subject":[],"published":{"date-parts":[[2014,1]]}}}