Essays about: "word similarity"

Showing result 21 - 25 of 42 essays containing the words word similarity.

1. 21. A Framework for Using Deep Learning to Detect Software Vulnerabilities

   University essay from Linköpings universitet/Institutionen för datavetenskap; Linköpings universitet/Tekniska fakulteten

   Author : Yi Hu; [2019]
   Keywords : Software Vulnerability; Vulnerability Detection; Deep Learning; Neural Network;

   Abstract : In recent years, with the rise of Internet technology, software vulnerabilities have also flooded, making the software security of enterprises or individuals seriously threatened. Although it is difficult to avoid the occurrence of software vulnerabilities in the process of software development, it is also a way to find and modify the vulnerabilities as early as possible. READ MORE

3. 22. Influencer marketing: What if everything revolves around the consumer’s self-esteem : A study about the purchasing behaviour of Swedish women in relation to influencer marketing

   University essay from Högskolan i Jönköping/Internationella Handelshögskolan

   Author : Linnea Egertz; Jonathan Almström; Benny Truong; [2019]
   Keywords : Word of mouth marketing; internet celebrity; influencer; influencer marketing; endorser; followers; social media; source credibility; source credibility model; self-esteem; tie strength; similarity; purchase intention;

   Abstract : This thesis examines how female consumers’ self-esteem may impact an influencer’s ability to create a purchase through suggesting and testing a developed conceptual model. The Source credibility model, Similarity and Tie-strength were utilized as underlying theoretical frameworks. READ MORE

4. 23. Word embeddings and Patient records : The identification of MRI risk patients

   University essay from Linköpings universitet/Institutionen för datavetenskap

   Author : Erik Kindberg; [2019]
   Keywords : word2vec; word embeddings; patient records; MRI safety; digital healthcare;

   Abstract : Identification of risks ahead of MRI examinations is identified as a cumbersome and time-consuming process at the Linköping University Hospital radiology clinic. The hospital staff often have to search through large amounts of unstructured patient data to find information about implants. READ MORE

5. 24. Duplicate Detection and Text Classification on Simplified Technical English

   University essay from Linköpings universitet/Institutionen för datavetenskap

   Author : Max Lund; [2019]
   Keywords : NLP; CNL; transformer models; LSTM; BERT; document embeddings; word embeddings; text classification; text clustering; transfer learning; machine learning;

   Abstract : This thesis investigates the most effective way of performing classification of text labels and clustering of duplicate texts in technical documentation written in Simplified Technical English. Pre-trained language models from transformers (BERT) were tested against traditional methods such as tf-idf with cosine similarity (kNN) and SVMs on the classification task. READ MORE

6. 25. The Viability of Machine Learning Models Based on Levenstein Distance and Cosine Similarity for Plagiarism Detection in Digital Exams

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Elizabeth Anzén; [2018]
   Keywords : Machine Learning; Digital Examinations; DigiExam; Industrial Dynamics; Technological Innovation Systems;

   Abstract : This paper investigates the viability of a machine learning model based on similarities in text structure compared to one based on statistical properties in the text to detect cheating in digital examinations. The machine learning model comparing similarity in text structure used Levenstein distance and the one comparing statistical text properties compared cosine distance between word vectors. READ MORE