Essays about: "text mining"

Showing result 11 - 15 of 98 essays containing the words text mining.

  1. 11. Pre-training a knowledge enhanced model in biomedical domain for information extraction

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Xi Yan; [2022]
    Keywords : bio-nlp; knowledge enhanced language model; pre-training; information extraction. transformer;

    Abstract : While recent years have seen a rise of research in knowledge graph enrichedpre-trained language models(PLM), few studies have tried to transfer the work to the biomedical domain. This thesis is a first attempt to pre-train a large-scalebiological knowledge enriched language model (KPLM). Under the frameworkof CoLAKE (T. Sun et al. READ MORE

  2. 12. Facilitating quality management through data mining

    University essay from Mälardalens universitet/Innovation och produktrealisering

    Author : Tommy Dahlström; [2022]
    Keywords : Quality management; Knowledge work; Data mining; Machine learning; Process development.;

    Abstract : In this report, the topics of quality management, knowledge work, and Lean Six Sigma areexplored with the objective of identifying potential improvements that could be facilitated byData mining methods. With the purpose of exploring the topic of knowledge extraction fromfree-text data to support decision-making in manufacturing operations from a qualitymanagement perspective. READ MORE

  3. 13. A Minefield in Sápmi: A text analysis regarding Kallak K nr 1

    University essay from Lunds universitet/Statsvetenskapliga institutionen

    Author : Ida Fahlstedt; [2022]
    Keywords : Sápmi; Sami people; mines; mining industry; government of Sweden; cultural violence; structural violence; direct violence; indigenous rights; Social Sciences; Law and Political Science;

    Abstract : This thesis is a text analysis regarding the processing concession of Kallak K nr 1, an iron ore deposit located in Sweden outside of Jokkmokk. On March 22, 2022, processing concession was granted the Jokkmokk Iron Mines AB. READ MORE

  4. 14. Predictive maintenance using NLP and clustering support messages

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Ugur Yilmaz; [2022]
    Keywords : Predictive maintenance; support messages; NLP; unsupervised clustering; intent recognition; LDA; UMAP; HDBSCAN; BERT; Swedish BERT KB-BERT ; Billogram;

    Abstract : Communication with customers is a major part of customer experience as well as a great source of data mining. More businesses are engaging with consumers via text messages. Before 2020, 39% of businesses already use some form of text messaging to communicate with their consumers. Many more were expected to adopt the technology after 2020[1]. READ MORE

  5. 15. AI based prediction of road users' intents and reactions

    University essay from Linköpings universitet/Statistik och maskininlärning

    Author : Akshay Gurudath; [2022]
    Keywords : Intent prediction; Trajectory prediction; road users; pedestrians; cyclists; autonomous vehicles; LSTM networks; Attention modules; Transformer encoders; Attention based intent prediction; Constant velocity model; EM algorithm; Road user behavior dynamics; social behavior of road users;

    Abstract : Different road users follow different behaviors and intentions in the trajectories that they traverse. Predicting the intent of these road users at intersections would not only help increase the comfort of drive in autonomous vehicles, but also help detect potential accidents. READ MORE