TYPHON: Polyglot and Hybrid Persistence Architectures for Big Data Analytics

Search results

• 2019

  Aspect Extraction from Reviews using Convolutional Neural Networks and Embeddings

  MAMANI BARNAGHI, P., KONTONATSIOS, G., BESSIS, N. & KORKONTZELOS, Y., 21 Jun 2019, Natural Language Processing and Information Systems. NLDB 2019.. Vol. 11608. p. 409 415 p. (Lecture Notes in Computer Science).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding (ISBN) › peer-review

  Open Access

  File

  • Convolutional Neural Network 100%
  • Neural Embeddings 100%
  • Aspect Extraction 100%
  • State-of-the-art Techniques 66%
  • Embedding Layer 66%

  12   Link opens in a new tab Citations (Scopus)

  475 Downloads (Pure)

• Evaluating the Accuracy and Efficiency of Sentiment Analysis Pipelines with UIMA

  ALTRABSHEH, N., KONTONATSIOS, G. & KORKONTZELOS, Y., 21 Jun 2019, Natural Language Processing and Information Systems. NLDB 2019.. Metais, E., Meziane, F., Vadera, S., Sugumaran, V. & Saraee, M. (eds.). Springer, Vol. 11608. p. 286 294 p. (Lecture Notes in Computer Science).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding (ISBN) › peer-review

  Open Access

  File

  • Sentiment Analysis 100%
  • Analysis pipeline 100%
  • Unstructured Information Management Architecture 100%
  • Text Mining 50%
  • Bigram 50%

  1   Link opens in a new tab Citation (Scopus)

  258 Downloads (Pure)