Web Person Name Disambiguation by Relevance Weighting of Extended Feature Sets
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Summary
The method focuses on two aspects: the extended feature sets, and feature relevance weighting, and it is shown that the system based on the approach has generated the best results among all the WePS-3’s submissions.
- Type
- article
- Published
- 2010-01-01
- Cited by
- 27
- References
- 21
- OpenAlex
- https://openalex.org/W80802106
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:17528027
Keywords
Weighting, Feature (linguistics), Relevance (law), Computer science, Information retrieval
References
- Large-Scale Named Entity Disambiguation Based on Wikipedia Data
- Using Encyclopedic Knowledge for Named entity Disambiguation
- Person Name Disambiguation on the Web by Two-Stage Clustering
- Disambiguating Web appearances of people in a social network
- The Elements of Statistical Learning: Data Mining, Inference, and Prediction
- PSNUS: Web People Name Disambiguation by Simple Clustering with Rich Features
- Learning document aboutness from implicit user feedback and document structure
- Searching for people on Web search engines
- Stochastic gradient boosting
- Weakly Supervised Learning for Cross-document Person Name Disambiguation Supported by Information Extraction
- Entity-Based Cross-Document Coreferencing Using the Vector Space Model
- Person resolution in person search results: WebHawk
- Person name disambiguation by bootstrapping
- Unsupervised Personal Name Disambiguation
- The SemEval-2007 WePS Evaluation: Establishing a benchmark for the Web People Search Task
- WePS 2 Evaluation Campaign: Overview of the Web People Search Clustering Task
- The Elements of Statistical Learning: Data Mining, Inference, and Prediction, 2nd Edition
Cited by
- Aggregating skip bigrams into key phrase-based vector space model for web person disambiguation
- WePS-3 Evaluation Campaign: Overview of the Web People Search Clustering and Attribute Extraction Tasks
- An Unsupervised Algorithm for Person Name Disambiguation in the Web
- Bootstrapped Grouping of Results to Ambiguous Person Name Queries
- OnPerDis: Ontology-Based Personal Name Disambiguation on the Web
- An MCL-Based Text Mining Approach for Namesake Disambiguation on the Web
- Namesake alias mining on the Web and its role towards suspect tracking
- IdentityRank: Named entity disambiguation in the news domain
- I2R-NUS-MSRA at TAC 2011: Entity Linking
- Explore Chinese Encyclopedic Knowledge to Disambiguate Person Names
- A Data Driven Approach for Person Name Disambiguation in Web Search Results
- Named entity disambiguation from web text
- Semi-Supervised Personal Name Disambiguation Technique for the Web
- Improving cross-document co-reference with semi-supervised information extraction modelsi
- A method for person name disambiguation based on Baidu Encyclopedia
- Tratamiento de Redes Sociales en Desambiguación de Nombres de Persona en la Web
- Chinese Person Name Disambiguation Based on Two-Stage Clustering
- Person Name Disambiguation in the Web Using Adaptive Threshold Clustering
- High Performance Clustering for Web Person Name Disambiguation Using Topic Capturing
- LSI UNED at M-WePNaD: Embeddings for Person Name Disambiguation
Related papers
- WePS 2 Evaluation Campaign: Overview of the Web People Search Clustering Task
- The SemEval-2007 WePS Evaluation: Establishing a benchmark for the Web People Search Task
- Entity-Based Cross-Document Coreferencing Using the Vector Space Model
- PolyUHK: A Robust Information Extraction System for Web PersonalNames
- PSNUS: Web People Name Disambiguation by Simple Clustering with Rich Features
- Person Name Disambiguation on the Web by Two-Stage Clustering
- WePS-3 Evaluation Campaign: Overview of the Web People Search Clustering and Attribute Extraction Tasks
- High Performance Clustering for Web Person Name Disambiguation Using Topic Capturing
- Unsupervised Personal Name Disambiguation
- Using Web Graph Structure for Person Name Disambiguation