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Citation recommendation without author supervision

Qi He, Daniel Kifer, Jian Pei, Prasenjit Mitra, C. Lee Giles
2011 Proceedings of the fourth ACM international conference on Web search and data mining - WSDM '11  
Automatic recommendation of citations for a manuscript is highly valuable for scholarly activities since it can substantially improve the efficiency and quality of literature search.  ...  In this paper we present a system that considerably reduces this burden: a user simply inputs a query manuscript (without a bibliography) and our system automatically finds locations where citations are  ...  What we would like is a system that can automatically recommend citations for a Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee  ... 
doi:10.1145/1935826.1935926 dblp:conf/wsdm/HeKPMG11 fatcat:v6fg7pttbbha5nhjs4ibjganmu

Citation Recommendation via Time-series Scholarly Topic Analysis and Publication Prior Analysis

Zhuoren Jiang
2013 Bulletin of IEEE Technical Committee on Digital Libraries  
Objective: To improve the performance of citation recommendation, by using innovative citation recommendation methods.  ...  Preliminary experiment shows publication topic prior is important for citation recommendation given a textual information need.  ...  For instance, Lao and Cohen [10] used both supervised and unsupervised methods with the Random Walk with Restart (RWR) algorithm for citation, author, and venue recommendation.  ... 
dblp:journals/tcdl/Jiang13 fatcat:yk22zs57ijh5vjb3zwmzx27fri

GraphConfRec: A Graph Neural Network-Based Conference Recommender System [article]

Andreea Iana, Heiko Paulheim
2021 arXiv   pre-print
and citation relationships.  ...  GraphConfRec achieves a recall@10 of up to 0.580 and a MAP of up to 0.336 with a graph attention network-based recommendation model. A user study with 25 subjects supports the positive results.  ...  This was most prevalent for the Authors model, since authors without a publication history of their own or their co-authors contained in the graph, were given no recommendations by the baseline recommender  ... 
arXiv:2106.12340v1 fatcat:4gwtxtltt5gstlzejvye2pjvhi

Full-text based context-rich heterogeneous network mining approach for citation recommendation

Xiaozhong Liu, Yingying Yu, Chun Guo, Yizhou Sun, Liangcai Gao
2014 IEEE/ACM Joint Conference on Digital Libraries  
Evaluation results show that, context-rich heterogeneous network can significantly enhance the citation recommendation performance.  ...  Citation relationship between scientific publications has been successfully used for scholarly bibliometrics, information retrieval and data mining tasks, and citation-based recommendation algorithms are  ...  More recently, Lao and Cohen [3] used both supervised and unsupervised methods with the Random Walk with Restart (RWR) algorithm for citation, author, and venue recommendation.  ... 
doi:10.1109/jcdl.2014.6970191 dblp:conf/jcdl/LiuYGSG14 fatcat:d2j52gbsabcv3cavch3efpazmu

Personalized Citation Recommendation via Convolutional Neural Networks [chapter]

Jun Yin, Xiaoming Li
2017 Lecture Notes in Computer Science  
Automatic citation recommendation based on citation context, together with consideration of users' preference and writing patterns is an emerging research topic.  ...  The results show that the proposed model can effectively captures salient representations and hence significantly outperforms several baseline methods in citation recommendation task in terms of recall  ...  Besides, supervised learning on citation relationship is essential for obtaining superior personalized citation recommendation performance, i.e., p-CNN and CNN all outperforms word2vec.  ... 
doi:10.1007/978-3-319-63564-4_23 fatcat:ihghhyi6pjemjlmz7unzee4yl4

Page 857 of Educational and Psychological Measurement Vol. 59, Issue 5 [page]

1999 Educational and Psychological Measurement  
Table 1 Current Living Situation and Recommended Level of Care Current Living Situation Assistance with Instrumental Recommended Independent Family Activitiesof Assisted Day Level of Care Living Living  ...  Daily Living Living Supervision Independent living 6 | 0 0 Family living 0 19 0 0 Assistance with instrumental activities of daily living 2 Assisted living 25 13 Day supervision = 25 24-hour supervision  ... 

Home-Based Therapy for Young Children in Low-Income Families: A Student Training Program

Ryan J. Mattek, Elizabeth T. Jorgenson, Robert A. Fox
2010 The Family Journal  
Declaration of Conflicting Interests The authors declared no potential conflicts of interests with respect to the authorship and/or publication of this article.  ...  Funding The authors disclosed receipt of the following financial support for the research and/or authorship of this article: This research was supported in part by grants from Brighter Futures of Milwaukee  ...  The authors posited that specialized training and enhanced supervision were necessary for in-home counselors to develop and subsequently provide more effective services to families.  ... 
doi:10.1177/1066480710364316 fatcat:hijd65nu6rgihpsv5r2vs5ix2a

Page 816 of Harvard Law Review Vol. 74, Issue 4 [page]

1961 Harvard Law Review  
Finally, Congress, which under the contempt statute must authorize the cita- tion,? should take a more active role in the process instead of merely approving committee recommendations without debate.  ...  816 HARVARD LAW REVIEW [Vol. 74 leads to a recommendation of four criteria for the proper use of this device.  ... 

An Overview on Evaluating and Predicting Scholarly Article Impact [article]

Xiaomei Bai, Hui Liu, Fuli Zhang, Zhaolong Ning, Xiangjie Kong, Ivan Lee, Feng Xia
2020 arXiv   pre-print
Heterogeneous citation networks include article-author networks, author-journal networks, article-journal networks, etc.  ...  such as recommending collaborators, the articles with top impact in various research fields.  ...  Author Contributions: X.B. conceived the study and wrote the manuscript; F.X. supervised the design and the development of the proposed study; F.Z. contributed statistical analysis work; X.B., H.L., F.Z  ... 
arXiv:2008.03867v1 fatcat:esj4z5dsobbjrkuktyw3nzqghq

An Overview on Evaluating and Predicting Scholarly Article Impact

Xiaomei Bai, Hui Liu, Fuli Zhang, Zhaolong Ning, Xiangjie Kong, Ivan Lee, Feng Xia
2017 Information  
Heterogeneous citation networks include article-author networks, author-journal networks, article-journal networks, etc.  ...  such as recommending collaborators, the articles with top impact in various research fields.  ...  Author Contributions: X.B. conceived the study and wrote the manuscript; F.X. supervised the design and the development of the proposed study; F.Z. contributed statistical analysis work; X.B., H.L., F.Z  ... 
doi:10.3390/info8030073 fatcat:qtlxuy2jengmtoo6kbp2shzjgy

Research productivity grants: Physical Education, Physical Therapy, Speech Pathology, and Occupational Therapy

Brasília M. Chiari, Débora B. Grossi, Fernanda D. Fernandes, Leslie P. Ferreira, Marco T. Mello, Pedro C. Hallal, Sérgio T. Fonseca
2016 Brazilian Journal of Physical Therapy  
These percentages are at odds with CNPq standards, which recommend 10% of grants in levels 1A and 1B and 50% at level 2.  ...  ), average number of citations per paper based on data from the Scopus database (15%), and submitted research project (5%).  ...  Bonus points are awarded for publications as first or last author, and then as a second or second-to-last author.  ... 
doi:10.1590/bjpt-rbf.2014.0150 pmid:27058736 pmcid:PMC4835160 fatcat:u7qbdvuxszambmjpxzcwlvej4y

Extraction and Evaluation of Knowledge Entities from Scientific Documents

Chengzhi Zhang, Philipp Mayr, Wei Lu, Yi Zhang
2021 Journal of Data and Information Science  
In scientific documents, knowledge entities (KEs) refer to the knowledge mentioned or cited by authors, such as algorithms, models, theories, datasets and software, diseases, drugs, and genes, reflecting  ...  Ackn owledgments We acknowledge support from the EEKE community, especially our authors and reviewers.  ...  We could never have finished such an excellent special issue without their devoted contribution and generous help.  ... 
doi:10.2478/jdis-2021-0025 fatcat:zevtlmfdbrenfpxrxb6cqefga4

A Comparison of Supervised Keyphrase Extraction Models

Florin Bulgarov, Cornelia Caragea
2015 Proceedings of the 24th International Conference on World Wide Web - WWW '15 Companion  
In this study, we provide a comparison of existing supervised approaches to this task to determine the current best performing model. We use research articles on the Web as the case study.  ...  That is, we show a comparison of our supervised citation context-based model, called CeKE [1] , with the Maui supervised model [7] .  ...  For all other uses, contact the owner/author(s). Copyright is held by the author/owner(s).  ... 
doi:10.1145/2740908.2742776 dblp:conf/www/BulgarovC15 fatcat:ihl4zpu5nrh7vdu6zk55dz4m2u

Editorial: Preprints, citations and Nucleic Acids Research

Barry L Stoddard, Keith R Fox
2018 Nucleic Acids Research  
The reason for this editorial policy has been our belief that formal citations should be reserved for publications that have been subjected to editor-supervised peer review.  ...  to allow their citation.  ...  The reason for this editorial policy has been our belief that formal citations should be reserved for publications that have been subjected to editor-supervised peer review.  ... 
doi:10.1093/nar/gky1229 pmid:30629263 pmcid:PMC6326781 fatcat:v6ljh72vsbbm7jey23jj4n6fiy

FeRoSA: A Faceted Recommendation System for Scientific Articles [chapter]

Tanmoy Chakraborty, Amrith Krishna, Mayank Singh, Niloy Ganguly, Pawan Goyal, Animesh Mukherjee
2016 Lecture Notes in Computer Science  
FeRoSA is precisely built on a random walk based framework on an induced subnetwork consisting of nodes related to the query paper in terms of either citations or content similarity.  ...  unsupervised part−of−speech tagging ACL, 2007, pp. 744−751 ACL, 2009, pp. 504−512 Constrastive estimation: training log−linear models on unlabeled data ACL, 2005, pp. 354−362 ACL, 2005, pp. 354−362 Weakly supervised  ...  Evaluation by the authors. There is no better alternative than the authors themselves when it comes to evaluating the recommendation for a particular paper.  ... 
doi:10.1007/978-3-319-31750-2_42 fatcat:fk6c2shlw5fjpdhe6rcrf6jrza
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