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Linking Temporal Records for Profiling Entities

Furong Li, Mong Li Lee, Wynne Hsu, Wang-Chiew Tan
2015 Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data - SIGMOD '15  
SF Sports 2013 1 2 3 4 5 6 David Brown Linking Temporal Records for Profiling Entities 13 Engineer @ Manager @ Manager @ Entity Profile Temporal Records Title Organization  ...  ✓ • probability that an entity changes its attribute value over time David Brown Linking Temporal Records for Profiling Entities 5 Engineer @ Manager @ Manager @ Entity Profile Title  ... 
doi:10.1145/2723372.2737789 dblp:conf/sigmod/LiLHT15 fatcat:sjey2bpi55aullxsi2qihzbn3u

Developing a Temporal Bibliographic Data Set for Entity Resolution [article]

Yichen Hu, Qing Wang, Peter Christen
2018 arXiv   pre-print
We then used the Microsoft Academic Graph (MAG) to link temporal affiliation information for DBLP authors.  ...  the resulting ground truth, while at the same time keeping the data set challenging for temporal entity resolution research.  ...  for entity resolution, as it will introduce more temporal records for each author.  ... 
arXiv:1806.07524v1 fatcat:6ksvdatj3za37o3qzon4c3o36m

ReLiC: entity profiling using random forest and trustworthiness of a source

Shubham Varma, Neyshith Sameer, C Ravindranath Chowdary
2019 Sadhana (Bangalore)  
In this paper, we propose a novel method for completing a profile. We have developed a two-phase method. (1) The first phase (resolution phase) links records to the queries.  ...  We have studied the performance of various classifiers for this purpose and observed that the use of the random forest is best suited for entity resolution.  ...  The adaptive matching phase prunes the records linked to multiple queries for reducing the profiling error.  ... 
doi:10.1007/s12046-019-1178-x fatcat:x2whclrp3zdlfcrsxqcpee7ja4

DC Proposal: Towards Linked Data Assessment and Linking Temporal Facts [chapter]

Anisa Rula
2011 Lecture Notes in Computer Science  
The research proposed here deals with the quality assessment in the Linked Data and the temporal linking techniques.  ...  Second, since the assessment and improvement of the Linked Data quality such as accuracy or the resolution of heterogeneities is performed through record linkage techniques, we propose an extended technique  ...  Carlo Batini for their suggestions, and the anonymous reviewers for their helpful comments.  ... 
doi:10.1007/978-3-642-25093-4_27 fatcat:fbra4qzwkramblkws4clsitspm

Trust, but Verify! Better Entity Linking through Automatic Verification

Benjamin Heinzerling, Michael Strube, Chin-Yew Lin
2017 Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 1, Long Papers  
We introduce automatic verification as a post-processing step for entity linking (EL).  ...  The proposed method trusts EL system results collectively, by assuming entity mentions are mostly linked correctly, in order to create a semantic profile of the given text using geospatial and temporal  ...  Acknowledgments We thank Matthew Francis-Landau, Maria Pershina, as well as the TAC KBP 2015 organizers for providing system output, and the anonymous reviewers for providing helpful feedback.  ... 
doi:10.18653/v1/e17-1078 dblp:conf/eacl/StrubeLH17 fatcat:hvradls6dzbuvp26mf5a5rgkf4

SLIM: Scalable Linkage of Mobility Data [article]

Fuat Basık, Hakan Ferhatosmanoğlu, Buğra Gedik
2020 arXiv   pre-print
We present a scalable solution to link entities across mobility datasets using their spatio-temporal information.  ...  In this paper, we first propose a mobility based representation and similarity computation for entities.  ...  On the other hand, for two entities to link it is expected that most of their records are generated in the same spatial grid cell.  ... 
arXiv:2004.05951v1 fatcat:a5rnvbsr4nbdle6rl5xtvfoxri

SLIM: Scalable Linkage of Mobility Data

Fuat Basïk, Hakan Ferhatosmanoğlu, Bućra Gedik
2020 Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data  
We present a scalable solution to link entities across mobility datasets using their spatio-temporal information.  ...  In this paper, we first propose a mobility based representation and similarity computation for entities.  ...  On the other hand, for two entities to link it is expected that most of their records are generated in the same spatial grid cell.  ... 
doi:10.1145/3318464.3389761 dblp:conf/sigmod/BasikFG20 fatcat:ceg2txxgirdqjlkwn22ri2opqi

Permanence and Temporal Interoperability of Metadata in the Linked Open Data Environment

Shigeo Sugimoto, Chunqiu Li, Mitsuharu Nagamori, Jane Greenberg
2016 International Conference on Dublin Core and Metadata Applications  
A central theme in this work is that longevity of metadata is, in essence, the temporal interoperability of metadata.  ...  Longevity is key for achieving metadata permanence, which allows metadata to remain interpretable by machines and humans over time.  ...  Acknowledgements This work was supported in part by JSPS Kaken Grant-in-Aid for Scientific Research (A) #16H01754 and #25240012.  ... 
dblp:conf/dc/SugimotoLNG16 fatcat:diprjzphxvgdzjk3gatxwgjzcy

A Framework for Managing Evolving Information Resources on the Data Web [article]

Marios Meimaris, George Papastefanatos, Christos Pateritsas, Theodora Galani, Yannis Stavrakas
2015 arXiv   pre-print
We then proceed on concep-tualizing a modelling framework for evolving entities and place these in a 2x2 model space that consists of the semantic and the temporal dimensions.  ...  We first propose a set of re-quirements for modelling evolving linked datasets.  ...  In essence they define (temporal) versions of diachronic datasets. These instantiations do not contain their records; rather they are linked to them. Record sets.  ... 
arXiv:1504.06451v2 fatcat:t3dvjwcs3zdpbm6mm7ua4ul7kq

Visualizing and querying semantic social networks

Aixin Sun, Anwitaman Datta, Ee-Peng Lim, Kuiyu Chang
2011 Proceedings of the 34th international ACM SIGIR conference on Research and development in Information - SIGIR '11  
A semantic social network refers to a social network graph with multi-typed nodes and links.  ...  We demonstrate SSNetViz that is developed for integrating, visualizing and querying heterogeneous semantic social networks obtained from multiple information sources.  ...  a query relevant sub-network through entity name matching, free-text search of entity profiles, and path search, (iii) visualize the temporal evolution of the networks, and (iv) import/export the query  ... 
doi:10.1145/2009916.2010155 dblp:conf/sigir/SunDLC11 fatcat:d4p6hadnhzfcvgibecddgzsvga

ReLiC: Entity Profiling by using Random Forest and Trustworthiness of a Source - Technical Report [article]

Shubham Varma, Neyshith Sameer, C. Ravindranath Chowdary
2017 arXiv   pre-print
We have proposed and observed that the use of random forest for entity resolution increases the performance of the system as this has resulted in more records getting linked to the correct entity.  ...  In this paper, we propose a novel method for completing a profile. We have developed a two phase method-1) The first phase (resolution phase) links records to the queries.  ...  The adaptive matching phase prunes the records linked to multiple queries for reducing the profiling error.  ... 
arXiv:1702.00921v1 fatcat:2phc636pw5gcbnpql5g6edwf2i

Spatio-Temporal Linkage over Location-Enhanced Services

Fuat Basik, Bugra Gedik, Cagri Etemoglu, Hakan Ferhatosmanoglu
2018 IEEE Transactions on Mobile Computing  
Experiments show that ST-Link is effective in practice for performing spatio-temporal linkage and can scale to large datasets.  ...  We postulate that the spatio-temporal usage records belonging to the same real-world entity can be matched across records from different location-enhanced services.  ...  Both services generate spatio-temporal records only when they are used. The service provider would like to link the profiles of users common in both services.  ... 
doi:10.1109/tmc.2017.2711027 fatcat:mh37t7iuebeqjjfedym7i7g7rq

Semantic Enrichment of Twitter Posts for User Profile Construction on the Social Web [chapter]

Fabian Abel, Qi Gao, Geert-Jan Houben, Ke Tao
2011 Lecture Notes in Computer Science  
We introduce and analyze methods for linking Twitter posts with related news articles in order to contextualize Twitter activities.  ...  Given the variety and recency of topics people discuss on Twitter, semantic user profiles generated from Twitter posts moreover promise to be beneficial for other applications on the Social Web as well  ...  Twitter messages are linked to news articles by combining the URL-based and entitybased (with temporal restrictions) strategies introduced in Section 4 and entities and topics are extracted from the news  ... 
doi:10.1007/978-3-642-21064-8_26 fatcat:sqgr3l2od5ab7idofzqfytd3ze

SmartEnv Ontology in E-care@home

Marjan Alirezaie, Karl Hammar, Eva Blomqvist, Mikael Nyström, Valentina Ivanova
2018 International Semantic Web Conference  
We will also talk about E-carehome project aiming at providing an IoT-based health-care system for elderly people at their homes.  ...  The OWL-Time ontology provides precise representation for temporal entities in the form of either time instant or temporal duration.  ...  In this pattern, we define three types of temporal entities representing time instants, time intervals and temporal distances.  ... 
dblp:conf/semweb/AlirezaieHBNI18 fatcat:yctwblhsfveqjp3re5iduaxzga

Design method for a Historical Data Warehouse, explicit valid time in multidimensional models

Carlos G Neil, Marcelo E De Vincenzi, Claudia F Pons
2014 Ingeniare : Revista Chilena de Ingeniería  
Therefore, considering the need for registering values that allow to evaluate trends, variations, maximum and minimum values, a problem to be solved is how to shape the values of entities, attributes or  ...  El objetivo del modelo propuesto es resolver las limitaciones temporales de las estructuras multidimensionales tradicionales.  ...  A temporal relationship, in the source model, will transform into a temporal entity (weak) linked to one of the entities that form the relationship in the target model.  ... 
doi:10.4067/s0718-33052014000200008 fatcat:pvaykwvonzdwdhsm47us3xnygm
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