Essays about: "Fortnox"

Showing result 1 - 5 of 9 essays containing the word Fortnox.

  1. 1. Optimising Machine Learning Models for Imbalanced Swedish Text Financial Datasets: A Study on Receipt Classification : Exploring Balancing Methods, Naive Bayes Algorithms, and Performance Tradeoffs

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

    Author : Li Ang Hu; Long Ma; [2023]
    Keywords : Imbalanced datasets; Swedish text financial datasets; Accuracy; Matthews correlation coefficient; Recall; Multinomial Naive Bayes; SMOTE; TomekLinks; Performance optimization;

    Abstract : This thesis investigates imbalanced Swedish text financial datasets, specifically receipt classification using machine learning models. The study explores the effectiveness of under-sampling and over-sampling methods for Naive Bayes algorithms, collaborating with Fortnox for a controlled experiment. READ MORE

  3. 2. Optimizing ERP Recommendations Using Machine Learning Techniques

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

    Author : Ante Jeremiah; [2023]
    Keywords : Machine Learning; Imbalanced;

    Abstract : This study explores the application of a recommendation engine in collaboration with Fortnox. The primary focus of this paper is to find potential improvements for their recommendation engine in terms of accurate recommendation for users. READ MORE

  4. 3. CHECK this out : Designing a resource planning feature into an existing accounting system

    University essay from Luleå tekniska universitet/Institutionen för ekonomi, teknik, konst och samhälle

    Author : Maya Eidet; Sara Bergman; [2023]
    Keywords : Resource planning system; user experience; user interface; CHECK; Double diamond design process; industrial design engineering;

    Abstract : Oh My is a design and brand agency that has been developing CHECK, an accounting, billing, and time reporting system. CHECK has been developed to ease the billing and accounting process by making a front-shell system that is easier to use than the existing back-end economic system (Fortnox). READ MORE

  5. 4. Unsupervised topic modeling for customer support chat : Comparing LDA and K-means

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

    Author : Fredrik Andersson; Alexander Idemark; [2021]
    Keywords : LDA; K-means; Topic modeling; Natural Language Processing; clustering; customer support; unsupervised machine learning;

    Abstract : Fortnox takes in many errands via their support chat. Some of the questions can be hard to interpret, making it difficult to know where to delegate the question further. It would be beneficial if the process was automated to answer the questions instead of need to put in time to analyze the questions to be able to delegate them. READ MORE

  6. 5. Automation of support service using Natural Language Processing : - Automation of errands tagging

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

    Author : Kristoffer Haglund; [2020]
    Keywords : Natural Language Processing; Naïve Bayes; Support Vector Machine; Neural Network; Pre-processing;

    Abstract : In this paper, Natural Language Processing and classification algorithms were used to create a program that automatically can tag different errands that are connected to Fortnox (an IT company based in Växjö) support service. Controlled experiments were conducted to find the best classification algorithm together with different Bag-of-Word pre-processing algorithms to find what was best suited for this problem. READ MORE