Essays about: "doc2vec"

Showing result 6 - 10 of 13 essays containing the word doc2vec.

1. 6. Searching and Recommending Texts Related to Climate Change

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Karolin Gjöthlén; [2021]
   Keywords : ;

   Abstract : This project considers the design of a machine learning system to search efficiently a database of texts related to climate change. The efficient search and navigation of such a database make it easier to find actionable information, detect trends, or derives other useful information. READ MORE

3. 7. Evaluation of text classification techniques for log file classification

   University essay from Linköpings universitet/Institutionen för datavetenskap

   Author : Per Olin; [2020]
   Keywords : Text classification; machine learning; NLP; natural language processing; log file; doc2vec; CNN; LSTM; LSTM-CNN;

   Abstract : System log files are filled with logged events, status codes, and other messages. By analyzing the log files, the systems current state can be determined, and find out if something during its execution went wrong. READ MORE

4. 8. A Comparison between Different Recommender System Approaches for a Book and an Author Recommender System

   University essay from Linköpings universitet/Interaktiva och kognitiva system

   Author : Jesper Hedlund; Emma Nilsson Tengstrand; [2020]
   Keywords : Recommender System; Collaborative Filter; Matrix Factorization; Content-based Filter; Doc2Vec;

   Abstract : A recommender system is a popular tool used by companies to increase customer satisfaction and to increase revenue. Collaborative filtering and content-based filtering are the two most common approaches when implementing a recommender system, where the former provides recommendations based on user behaviour, and the latter uses the characteristics of the items that are recommended. READ MORE

5. 9. Topic Explorer Dashboard : A Visual Analytics Tool for an Innovation Management System enhanced by Machine Learning Techniques

   University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

   Author : Stefanie Knoth; [2020]
   Keywords : Innovation Management; doc2vec; LDA; TSNE; Exploratory Visual Analysis; Data Dashboard;

   Abstract : Innovation Management Software contains complex data with many different variables. This data is usually presented in tabular form or with isolated graphs that visualize a single independent aspect of a dataset. READ MORE

6. 10. Automated Image Suggestions for News Articles : An Evaluation of Text and Image Representations in an Image Retrieval System

   University essay from Linköpings universitet/Interaktiva och kognitiva system

   Author : Pontus Svensson; [2020]
   Keywords : nlp; natural; language; processing; computer; vision; image; classification; news; articles; suggestions; retrieval; Word2vec; Doc2vec;

   Abstract : Multimodal machine learning is a subfield of machine learning that aims to relate data from different modalities, such as texts and images. One of the many applications that could be built upon this technique is an image retrieval system that, given a text query, retrieves suitable images from a database. READ MORE