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  • × theme_ss:"Hypertext"
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  1. Ferreira, R.S.; Graça Pimentel, M. de; Cristo, M.: ¬A wikification prediction model based on the combination of latent, dyadic, and monadic features (2018) 0.00 
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    Abstract
    Considering repositories of web documents that are semantically linked and created in a collaborative fashion, as in the case of Wikipedia, a key problem faced by content providers is the placement of links in the articles. These links must support user navigation and provide a deeper semantic interpretation of the content. Current wikification methods exploit machine learning techniques to capture characteristics of the concepts and its associations. In previous work, we proposed a preliminary prediction model combining traditional predictors with a latent component which captures the concept graph topology by means of matrix factorization. In this work, we provide a detailed description of our method and a deeper comparison with a state-of-the-art wikification method using a sample of Wikipedia and report a gain up to 13% in F1 score. We also provide a comprehensive analysis of the model performance showing the importance of the latent predictor component and the attributes derived from the associations between the concepts. Moreover, we include an analysis that allows us to conclude that the model is resilient to ambiguity without including a disambiguation phase. We finally report the positive impact of selecting training samples from specific content quality classes.
  2. Rada, R.: Hypertext and paper : a special synergy (1991) 0.00 
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    Source
    International journal of information management. 11(1991) no.1, S.14-22
  3. Gabbard, R.: Recent literature shows accelerated growth in hypermedia tools : an annotated bibliography (1994) 0.00 
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    Source
    Reference services review. 22(1994) no.2, S.31-40
  4. Dimitroff, A.; Wolfram, D.: Searcher response in a hypertext-based bibliographic information retrieval system (1995) 0.00 
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    Source
    Journal of the American Society for Information Science. 46(1995) no.1, S.22-29
  5. Ramarapu, N.: ¬The impact of hypertext versus sequential information presentation on decision making : a conceptual model (1996) 0.00 
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    Date
    24.10.1996 19:57:22
  6. Diaz, P.; Aedo, I.; Panetsos, F.: Labyrinth, an abstract model for hypermedia applications : Description of its static components (1997) 0.00 
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    Source
    Information systems. 22(1997) no.8, S.447-464
  7. Baoming, Z.: Authoring a hypertext database : experiences with HyperPAD (1993) 0.00 
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    Source
    Aslib proceedings. 45(1993) no.1, S.19-22
  8. Kim, S.H.; Eastman, C.M.: ¬An experiment on node size in a hypermedia system (1999) 0.00 
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    Date
    22. 5.1999 9:35:20
  9. Westland, J.C.: Some conditions for cost efficiency in hypermedia (1998) 0.00 
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    Date
    7. 3.1999 14:22:45
  10. Carmel, E.; Crawford, S.; Chen, H.: Browsing in hypertext : a cognitive study (1992) 0.00 
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    Source
    IEEE transactions on systems, man and cybernetics. 22(1992) no.5, S.865-884
  11. Baião Salgado Silva, G.; Lima, G.Â. Borém de Oliveira: Using topic maps in establishing compatibility of semantically structured hypertext contents (2012) 0.00 
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    Date
    22. 2.2013 11:39:23

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