Completeness and Consistency Analysis for Evolving Knowledge Bases

Preprint English OPEN
Rashid, Mohammad Rifat Ahmmad; Rizzo, Giuseppe; Torchiano, Marco; Mihindukulasooriya, Nandana; Corcho, Oscar; García-Castro, Raúl;

Assessing the quality of an evolving knowledge base is a challenging task as it often requires to identify correct quality assessment procedures. Since data is often derived from autonomous, and increasingly large data sources, it is impractical to manually curate the d... View more
  • References (66)
    66 references, page 1 of 7

    [1] T. Gottron, C. Gottron, Perplexity of Index Models over Evolving Linked Data, in: V. Presutti, C. d'Amato, F. Gandon, M. d'Aquin, S. Staab, A. Tordai (Eds.), The Semantic Web: Trends and Challenges- 11th European Semantic Web Conference (ESWC 2014), Anissaras, Crete, Greece, May 25-29, 2014, volume 8465 of Lecture Notes in Computer Science, pages 161-175, Springer International Publishing, Cham, 2014.

    [2] J. Debattista, C. Lange, S. Auer, D. Cortis, Evaluating the Quality of the LOD Cloud: An Empirical Investigation, Semantic Web (2017).

    [3] G. K. Tayi, D. P. Ballou, Examining Data Quality, Communications of the ACM, 41 (1998) 54-57.

    [4] J. E. Olson, Data Quality: The Accuracy Dimension, Morgan Kaufmann Publishers Inc., San Francisco, CA, USA, 1st edition, 2003.

    [5] F. Naumann, Data Profiling Revisited, ACM SIGMOD Record, 42 (2014) 40-49.

    [6] V. Nannen, Quality Characteristics of Linked Data publishing data sources, Master's thesis, Humboldt-Universita¨t of Berlin, Berlin, Germany, 2010.

    [7] V. Papavasileiou, G. Flouris, I. Fundulaki, D. Kotzinos, V. Christophides, High-level Change Detection in RDF(S) KBs, ACM Transactions on Database Systems (TODS), 38 (2013) 1-42.

    [8] M. B. Ellefi, Z. Bellahsene, J. Breslin, E. Demidova, S. Dietze, J. Szymanski, K. Todorov, RDF dataset profiling a survey of features, methods, vocabularies and applications, Semantic Web, Pre-press (2018) 1-29.

    [9] T. Ka¨fer, A. Abdelrahman, J. Umbrich, P. O'Byrne, A. Hogan, Observing Linked Data Dynamics, in: P. Cimiano, O. Corcho, V. Presutti, L. Hollink, S. Rudolph (Eds.), The Semantic Web: Semantics and Big Data, Extended Semantic Web Conference(ESWC 2013), Montpellier, France, May 26-30, 2013, volume 7882 of Lecture Notes in Computer Science, pages 213-227, Springer Berlin Heidelberg, 2013.

    [10] C. Nishioka, A. Scherp, Information-theoretic Analysis of Entity Dynamics on the Linked Open Data Cloud, in: E. Demidova, S. Dietze, J. Szyman´ski, J. Breslin (Eds.), Proceedings of the 3rd International Workshop on Dataset Profiling and Federated Search for Linked Data (PROFILES '16) co-located with the 13th ESWC 2016 Conference, Anissaras, Greece, May 30, 2016, volume 1597 of CEUR Workshop Proceedings, CEUR-WS. org.

  • Related Research Results (2)
  • Related Organizations (3)
  • Metrics
Share - Bookmark