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Showing result 1 - 5 of 16 essays matching the above criteria.

  1. 1. Understanding Sales Performance Using Natural Language Processing - An experimental study evaluating rule-based algorithms in a B2B setting

    University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

    Author : Angelica Smedberg; [2023]
    Keywords : NLP; Sentiment Analysis; Ruled-based algorithms; TextBlob; VADER; Naïve Bayes; Machine Learning;

    Abstract : Natural Language Processing (NLP) is a branch in data science that marries artificial intelligence with linguistics. Essentially, it tries to program computers to understand human language, both spoken and written. Over the past decade, researchers have applied novel algorithms to gain a better understanding of human sentiment. READ MORE

  3. 2. Investigate the challenges and opportunities of MLOps

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

    Author : Ting Chun Yau; [2023]
    Keywords : Machine Learning Operations MLOps ; Continuous Integration; Continuous Delivery; Pipeline Automation; MLOps; Kontinuerlig integration; Kontinuerlig leverans; Pipeline Automation;

    Abstract : MLOps is becoming a widespread practice in modern machine learning and data science. The word ”MLOps” combines machine learning technology and business operation process. Many business companies are applying machine learning techniques to improve their business targets and increase their profits. READ MORE

  4. 3. 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. 4. Categorizing and managing difficulties in interorganizational requirements engineering

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Samuel Andrén; [2020]
    Keywords : Requirements Engineering; Interorganizational collaboration; Collaboration Engineering; Global Software Development; Process Definition; Agile; Requirements Documentation; Communication in Interorganizational Contexts;

    Abstract : As globalisation is now a reality for most large organizations, and the competition for most businesses moving faster and becoming tougher, there is a need for engineering projects to deliver results faster in a more complex environment than ever, but also for companies to collaborate to utilize a wider array of competencies and to reach new markets with their products. This case study analyses which difficulties arise in interorganizational requirements engineering, and what organizations can do to alleviate the effects of those difficulties, as well as suggest which actions are most effective to focus on. READ MORE

  6. 5. Categorizing and managing difficulties in interorganizational requirements engineering

    University essay from KTH/Industriell ekonomi och organisation (Inst.)

    Author : Samuel Andrén; [2020]
    Keywords : Requirements Engineering; Interorganizational collaboration; Collaboration Engineering; Global Software Development; Process Definition; Agile; Requirements Documentation; Communication in Interorganizational Contexts; Requirements Engineering; Interorganizational collaboration; Collaboration Engineering; Global Software Development; Process Definition; Agile; Requirements Documentation; Communication in Interorganizational Contexts;

    Abstract : As globalisation is now a reality for most large organizations, and the competition for most businesses moving faster and becoming tougher, there is a need for engineering projects to deliver results faster in a more complex environment than ever, but also for companies to collaborate to utilize a wider array of competencies and to reach new markets with their products. This case study analyses which difficulties arise in interorganizational requirements engineering, and what organizations can do to alleviate the effects of those difficulties, as well as suggest which actions are most effective to focus on. READ MORE