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Web Person Name Disambiguation by Relevance Weighting of Extended Feature Sets
2010
Conference and Labs of the Evaluation Forum
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Bag-of-words and named entities are most commonly used features in many existing web entity disambiguation algorithms and we further extend this basic feature set with Wikipedia concepts. ...
The method focuses on two aspects: the extended feature sets, and feature relevance weighting. ...
Conclusion and Future Work Our approach to web person name disambiguation extends existing bag-of-words features with Wikipedia concepts. ...
dblp:conf/clef/LongS10
fatcat:ugz3sljatvhhhm3dhpzo7skypy
Applying Semantic Social Graphs to Disambiguate Identity References
[chapter]
2009
Lecture Notes in Computer Science
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Person disambiguation monitors web appearances of a person by disambiguating information belonging to different people sharing the same name. ...
In this paper we extend person disambiguation to incorporate the abstract notion of identity. ...
We extended person disambiguation to perform identity disambiguation by modeling identity features captured throughout the social graph generation and resource graph generation stages of our approach. ...
doi:10.1007/978-3-642-02121-3_35
fatcat:7u4ybgx3qna73gzxtev6m2r5im
Person name disambiguation by bootstrapping
2010
Proceeding of the 33rd international ACM SIGIR conference on Research and development in information retrieval - SIGIR '10
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In this paper, we report our system that disambiguates person names in Web search results. ...
We propose to use a two-stage clustering algorithm by bootstrapping to improve the low recall values, in which clustering results of the first stage are used to extract features used in the second stage ...
TASK DEFINITION Our task, the disambiguation of person names appearing on Web pages, is formalized as follows. The query (target person name) is referred to as q. ...
doi:10.1145/1835449.1835454
dblp:conf/sigir/YoshidaIOSN10
fatcat:giqyyexi4jgrjk4vgz2tkmszra
Spatiotemporal Keyword Query Suggestion Based On Document Proximity and K-Means Method– A Review
2017
IJARCCE
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The word sense disambiguation gives an added advantage of getting the local data without the location name ambiguity. ...
The Spatiotemporal suggestion of queries deals with spatial proximity.On the basis of a weighted keyword document graph that maps the relevance of keyword queries semantically with the distance between ...
They create a temporary instance extract features from the web documents for a given personal name on the web as the second process. ...
doi:10.17148/ijarcce.2017.63157
fatcat:v7a3huyozzfh7hizniut5wuhiy
Bootstrapping Wikipedia to answer ambiguous person name queries
2014
2014 IEEE 30th International Conference on Data Engineering Workshops
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We have evaluated our methods on a hand-labeled dataset of around 5,000 Web pages retrieved from Google queries on 50 ambiguous person names. ...
A possible approach to solve this problem is to cluster the results, so that each cluster represents one of the persons occurring in the answer set. ...
One of the most challenging tasks here is the disambiguation of search results to ambiguous person names [8] , also referred to as personal name resolution. ...
doi:10.1109/icdew.2014.6818303
dblp:conf/icde/GrutzeKZN14
fatcat:wxwuwip2hbfzbcejg7m5jeqxwe
Web Person Name Disambiguation Using Social Links and Enriched Profile Information
2018
Computing and informatics
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In this article, we investigate the problem of cross-document person name disambiguation, which aimed at resolving ambiguities between person names and clustering web documents according to their association ...
The majority of previous work often formulated crossdocument name disambiguation as a clustering problem. ...
. , d N } be a collection of web documents referring to a set of persons having the same name, and let M = {m 11 , m 12 , . . . , m 21 , m 22 , . . . , }, m ij ∈ d i be a set of name observations within ...
doi:10.4149/cai_2018_6_1485
fatcat:oyfsjrmwmfarbbiusae33iktvi
Towards Ontology-based Disambiguation of Geographical Identifiers
2007
Redirecting ...
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Therefore to establish identity beyond coordinates, name disambiguation is required to identify the exact geographic feature that is denoted by a name. ...
The ontology defines the central conceptual basis of our approach and is used to rank geographic features based on disambiguation rules that take into account structural information contained in the ontology ...
= |Gres∩G rel | |G rel | Here, Gres is the set of geographic references identified by the algorithm and G rel is the set of relevant geographic references of the corpus as identified by the annotator. ...
dblp:conf/i3/VolzKM07
fatcat:dkj5qw7doje7batdrts57npua4
Quality-aware similarity assessment for entity matching in Web data
2012
Information Systems
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We study the effectiveness of our method in two specific instances of the general entity matching problem, namely the person name disambiguation and the Twitter message classification problem. ...
There are a number of tools that reliably recognize named entities, such as persons, companies, geographic locations, in Web documents. ...
In the case of person name disambiguation problem we are given a set of documents, containing a particular name. ...
doi:10.1016/j.is.2011.09.007
fatcat:ritrdqmrfnekfcudgavyhbjnfu
Web People Search via Connection Analysis
2008
IEEE Transactions on Knowledge and Data Engineering
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Such a query would normally return web pages related to several namesakes, who happened to have the queried name, leaving the burden of disambiguating and collecting pages relevant to a particular person ...
We demonstrate the effectiveness of our approach by testing the efficacy of the disambiguation algorithms and its impact on person search. ...
ACKNOWLEDGMENTS This research was supported by US National Science Foundation Awards 0331707 and 0331690. A preliminary version of this paper has appeared as a short paper [29] . ...
doi:10.1109/tkde.2008.78
fatcat:yjabtuklhfhftbxxuqvgqmqiji
GRAPE: A Graph-Based Framework for Disambiguating People Appearances in Web Search
2009
2009 Ninth IEEE International Conference on Data Mining
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Experimental results show that our proposed framework outperforms the state-of-the-art Web people name disambiguation approaches. ...
To address the challenge caused by name ambiguity in Web people search, this paper proposes a novel graph-based framework, GRAPE (abbr. a Graph-based fRamework for disAmbiguating People appEarances in ...
There have been many attempts to utilize the extended Web resources for disambiguating people names. ...
doi:10.1109/icdm.2009.25
dblp:conf/icdm/JiangWAWZL09
fatcat:kg6mbwyl5vel3iubgnwda45asm
ADANA: Active Name Disambiguation
2011
2011 IEEE 11th International Conference on Data Mining
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In ADANA, we first introduce a pairwise factor graph (PFG) model for person name disambiguation. The model is flexible and can be easily extended by incorporating various features. ...
Experimental results on three different genres of data sets show that with only a few user corrections, the error rate of name disambiguation can be reduced to 3.1%. ...
It represents the features of each citation as relevant URLs from search engine and weights it by its IHFs. Chen et al. ...
doi:10.1109/icdm.2011.19
dblp:conf/icdm/WangTCY11
fatcat:hz3hoswdwvfslb5r2cehdglamu
HNews: An Enhanced Multilingual Hyperlinking News Platform
2011
Italian Information Retrieval Workshop
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In this paper, we describe the HNews platform, a Web-based system addressing the general problem of aggregating and enriching news from different sources and languages. ...
It enables to capture different aspects such as the "semantic" similarity among news, or the timeliness of individual news items as well as their relevance with respect to an incoming user query. ...
First the categorizer is trained on the training set, where feature weights (ω d f ) are estimated. ...
dblp:conf/iir/CaoPB11
fatcat:e4ynhucvczhppcxsmfiyl7xfwm
Utilization of external knowledge for personal name disambiguation
2009
Progress in Informatics
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In this paper, we focus on the name disambiguation problem when searching for people, because information about people is an important part of the web and improvements to personal information may benefit ...
The name ambiguity problem occurs frequently when searching for people, because a name may be shared by several people. ...
Then, we replaced all personal names in documents by a common name X to create a set of documents with pseudo ambiguous names. ...
doi:10.2201/niipi.2009.6.3
fatcat:qdb7frdrardvnpgvuyn63qg4nm
Supporting Natural Language Processing with Background Knowledge: Coreference Resolution Case
[chapter]
2010
Lecture Notes in Computer Science
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However, in the recent years, it becomes evident that one of the most important directions of improvement in natural language processing (NLP) tasks, like word sense disambiguation, coreference resolution ...
In order to evaluate the appropriateness of our approach, we present an application of the methodology to the problem of intra-document coreference resolution, and we show by means of some experiments ...
Acknowledgments The research leading to these results has received funding from the ITCH project (http://itch.fbk.eu), sponsored by the Italian Ministry of University and Research and by the Autonomous ...
doi:10.1007/978-3-642-17746-0_6
fatcat:lgoa3licybf73jh7cyrxewidfm
Name Disambiguation Using Atomic Clusters
2008
2008 The Ninth International Conference on Web-Age Information Management
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Name ambiguity is a critical problem in many applications, in particular in the online bibliography systems, such as DBLP and CiteSeer. ...
We propose an approach of finding atomic clusters to improve the performance of existing clustering-based methods. We conducted experiments on a dataset from a real-world system: Arnetminer.org. ...
They represent the features of each citation as relevant URLs from search engine and weighted it by its IHFs. ...
doi:10.1109/waim.2008.96
dblp:conf/waim/WangLTZW08
fatcat:cuxtogq5cnfwnbuamsogvctwm4
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