Filters








21,302 Hits in 3.1 sec

Name Disambiguation by Collective Classification [chapter]

Zhongxiang Chen, Jiafeng Guo, Yanyan Lan, Lei Cao, Xueqi Cheng
2014 Lecture Notes in Computer Science  
In this paper, we formalize name disambiguation as a collective classification problem and solve it using a simple yet effective iterative classification algorithm, referred as ICAND (i.e.  ...  Iterative Classification Algorithm for Name Disambiguation). Experimental results on researcher dataset show that the proposed approach can significantly outperform several baseline methods.  ...  Conclusion In this paper, we address name disambiguation by formalizing it as a collective classification problem.  ... 
doi:10.1007/978-3-319-12844-3_35 fatcat:e22r7mbwr5bwxav33tb7tn6inu

A relevance feedback approach for the author name disambiguation problem

Thiago A. Godoi, Ricardo da S. Torres, Ariadne M.B.R. Carvalho, Marcos A. Gonçalves, Anderson A. Ferreira, Weiguo Fan, Edward A. Fox
2013 Proceedings of the 13th ACM/IEEE-CS joint conference on Digital libraries - JCDL '13  
This paper presents a new name disambiguation method that exploits user feedback on ambiguous references across iterations.  ...  Our classification scheme combines the Optimum-Path Forest (OPF) classifier with complex reference similarity functions generated by a Genetic Programming framework.  ...  KISTI The second collection derived from DBLP, hereafter referred to as KISTI, was built by the Korea Institute of Science and Technology Information [44] for English homonym author name disambiguation  ... 
doi:10.1145/2467696.2467709 dblp:conf/jcdl/GodoiTCGFFF13 fatcat:piohdinb6vaa7pniclj6fs56ny

Bayesian Non-Exhaustive Classification for Active Online Name Disambiguation [article]

Baichuan Zhang, Murat Dundar, Mohammad Al Hasan
2017 arXiv   pre-print
The name disambiguation task partitions a collection of records pertaining to a given name, such that there is a one-to-one correspondence between the partitions and a group of people, all sharing that  ...  Toward achieving this objective, in this paper we propose a Bayesian non-exhaustive classification frame- work for solving online name disambiguation.  ...  Feedback collection can be automated by using online social networks or crowdsourcing platforms.  ... 
arXiv:1708.04531v1 fatcat:mp6ijc3zcrec7ekt3wkfns6exq

Bayesian Non-Exhaustive Classification A Case Study: Online Name Disambiguation using Temporal Record Streams [article]

Baichuan Zhang, Murat Dundar, Mohammad Al Hasan
2016 arXiv   pre-print
In this work, we propose a Bayesian non-exhaustive classification framework for solving online name disambiguation task.  ...  As a case study we consider bibliographic data in a temporal stream format and disambiguate authors by partitioning their papers into homogeneous groups.  ...  In this work, we solve the online name disambiguation task by a principled approach, namely Bayesian non-exhaustive classification framework.  ... 
arXiv:1607.05746v3 fatcat:mrj5sql5w5d5thsciku35br2sq

SIEMÊS – A Named-Entity Recognizer for Portuguese Relying on Similarity Rules [chapter]

Luís Sarmento
2006 Lecture Notes in Computer Science  
or other function words) -some important information has already been collected during Stage 2 -Example (disambiguate Place-Person ambiguity): • if the Top 2 classification Options for a given candidate  ...  Person; • otherwise, tag the candidate as the highest scoring classification hypothesis, as given by Stage 2 Stage 3 -Disambiguation rules (2) • Equally simple disambiguation rules for -Company-Brand  ... 
doi:10.1007/11751984_10 fatcat:yrgc4nft5rfv7ddkv6owovvske

Bayesian Non-Exhaustive Classification A Case Study

Baichuan Zhang, Murat Dundar, Mohammad Al Hasan
2016 Proceedings of the 25th ACM International on Conference on Information and Knowledge Management - CIKM '16  
In this work, we propose a Bayesian non-exhaustive classification framework for solving online name disambiguation task.  ...  As a case study we consider bibliographic data in a temporal stream format and disambiguate authors by partitioning their papers into homogeneous groups.  ...  In this work, we solve the online name disambiguation task by a principled approach, namely Bayesian non-exhaustive classification framework.  ... 
doi:10.1145/2983323.2983714 dblp:conf/cikm/ZhangDH16 fatcat:flelyqw2ejh4bndeagaj2kahhe

Enhancing Metadata Assignment in a Digital Library with Background Knowledge

James S. Creel
2012 Bulletin of IEEE Technical Committee on Digital Libraries  
This classifier will be extensible to disambiguation tasks for other types of names (such as author names as demonstrated by Treeratpituk et al.) .  ...  In contrast, the author name disambiguation problem has also been addressed with a supervised learning algorithm by Treeratpituk and Giles [9] .  ... 
dblp:journals/tcdl/Creel12 fatcat:awb6qzmab5bczcpgl5cuvf4p7y

Name Disambiguation Analysis Using the Word Sense Disambiguation Method in Hadith

Ageng Prasetio, Department of Informatics Engineering, Universitas Telkom, Mochammad Bijaksana, Arie Suryani, Department of Informatics Engineering, Universitas Telkom, Department of Informatics Engineering, Universitas Telkom
2020 EDUMATIC: Jurnal Pendidikan Informatika  
Based in this problem, this research aims to find name disambiguation of hadith narrators with classification by considering the perawi chain.  ...  After conducting the research showed a collection of hadith numbers with the same name prediction with an accuracy of 99% at k = 1. Thus, this method can be used for name disambiguation.  ...  Disambiguation is the process of removing an ambiguous word by making it clear words (Zhang & Hasan, 2017) .  ... 
doi:10.29408/edumatic.v4i2.2551 fatcat:5ricuczdc5ahnimc6uxxczzt6i

Learning Entity Representation for Named Entity Disambiguation [chapter]

Rui Cai, Houfeng Wang, Junhao Zhang
2015 Lecture Notes in Computer Science  
Both models are trained jointly using massive documents collected from Baike 1 .  ...  In this paper we present a novel disambiguation model, based on neural networks.  ...  To overcome the disadvantages of local disambiguation, some works focus on collective disambiguation(Han et al. [4] ;Ratinov et al. [7] ;Hoffat et al.  ... 
doi:10.1007/978-3-319-25816-4_22 fatcat:soo7rkgpsvbxhoarbtqekgahmu

Concept Extraction Challenge: University of Twente at #MSM2013

Mena B. Habib, Maurice van Keulen, Zhemin Zhu
2013 Workshop on Making Sense of Microposts  
For named entity type classification we use AIDA [8] disambiguation system to disambiguate the extracted named entities and hence find their type.  ...  In this paper we present a hybrid approach for Named Entity Extraction (NEE) and Classification (NEC) for tweets.  ...  If the extracted mention is out of vocabulary and is not assigned to an entity by AIDA we try to disambiguate the first token of it.  ... 
dblp:conf/msm/HabibKZ13 fatcat:kysj63hifjaclnzceop3dpkwwq

Name disambiguation in scientific cooperation network by exploiting user feedback

Yuhua Li, Aiming Wen, Quan Lin, Ruixuan Li, Zhengding Lu
2012 Artificial Intelligence Review  
Name disambiguation is a very critical problem in scientific cooperation network. Ambiguous author names may occur due to the existence of multiple authors with the same name.  ...  A method of exploiting user feedback for name disambiguation in scientific cooperation network is proposed, which can make use of user feedback to enhance the performance.  ...  Section 3 gives name disambiguation a formal definition. Section 4 describes the form we designed for collecting user feedback in detail.  ... 
doi:10.1007/s10462-012-9323-5 fatcat:krfn7fhjabdnlgvoczay4wna6m

Chinese Named Entity Recognition and Disambiguation Based on Wikipedia [chapter]

Yu Miao, Lv Yajuan, Liu Qun, Su Jinsong, Xiong Hao
2012 Communications in Computer and Information Science  
Finally, we achieve named entity disambiguation using Wikipedia disambiguation pages and contextual information.  ...  This paper presents a method for named entity recognition and disambiguation based on Wikipedia. First, we establish Wikipedia database using open source tools named JWPL.  ...  Categories Wikipedia provide a grid-like classification system which is edited by the public. An entry belongs to one or more categories in the classification system.  ... 
doi:10.1007/978-3-642-34456-5_25 fatcat:2pxwblajizak5fuididnkct3a4

Model Reuse in Machine Learning for Author Name Disambiguation: An Exploration of Transfer Learning

Jinseok Kim, Jason Owen-Smith
2020 IEEE Access  
name disambiguation  ...  Maintained by the National Library of Medicine (NLM), MEDLINE contains the largest collection of publication records in biomedicine. 6 We matched author names in MEDLINE (December 2015 version) to ORCID  ... 
doi:10.1109/access.2020.3031112 fatcat:7rbvmi4rsvdy7kwtja5wtnreeu

Name disambiguation in author citations using a K-way spectral clustering method

Hui Han, Hongyuan Zha, C. Lee Giles
2005 Proceedings of the 5th ACM/IEEE-CS joint conference on Digital libraries - JCDL '05  
The approach is illustrated with 16 name datasets with citations collected from the DBLP database bibliography and author home pages and shows that name disambiguation can be achieved using these citation  ...  Proposed here is an unsupervised learning approach using K-way spectral clustering that disambiguates authors in citations.  ...  The name disambiguation problem can be formulated as partitioning collections of citations into clusters, with each cluster containing only citations authored by the same author, thus disambiguating authorship  ... 
doi:10.1145/1065385.1065462 dblp:conf/jcdl/HanZG05 fatcat:4kskbkyglze5rcvaf2zxcrpmnm

Named Entity Disambiguation for Maritime-related Data Retrieved from Heterogenous Sources

Jacek Malyszko, Witold Abramowicz, Milena Strozyna
2016 TransNav: International Journal on Marine Navigation and Safety of Sea Transportation  
Firstly, in different sources, entities may be referenced to in different ways, for example, by using different text strings.  ...  The article concerns integration and disambiguation of data related to the maritime domain.  ...  2 Programme and supervised by the European Defence Agency.  ... 
doi:10.12716/1001.10.03.12 fatcat:5ygt4wdjsbe5pi5f4x3wexwlbq
« Previous Showing results 1 — 15 out of 21,302 results