Essays about: "data duplicates"

Showing result 1 - 5 of 21 essays containing the words data duplicates.

  1. 1. A Case Study on the Limitations of Automated Duplicate Bug Report Detection

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Malte Götharsson; Karl Stahre; [2023-09-26]
    Keywords : ;

    Abstract : Identifying duplicate bug reports is crucial in software development as it helps streamline the debugging process, reduce redundancy, and enhance overall efficiency. By addressing the challenges associated with existing automated techniques and leveraging testers’ expertise, the tool proposed in this study aims to improve the accuracy of duplicate detection, saving valuable time and resources while ensuring that potential duplicates are not overlooked. READ MORE

  3. 2. Evaluation of Machine Learning techniques for Master Data Management

    University essay from Högskolan i Skövde/Institutionen för informationsteknologi

    Author : Fatime Toçi; [2023]
    Keywords : Master Data Management; Machine Learning; data quality; data duplicates;

    Abstract : In organisations, duplicate customer master data present a recurring problem. Duplicate records can result in errors, complication, and inefficiency since they frequently result from dissimilar systems or inadequate data integration. READ MORE

  4. 3. Can Hatescan Detect Antisemitic Hate Speech

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

    Author : Olle Nyrén; [2023]
    Keywords : Artificial intelligence; hate speech detection; hate speech; antisemitism;

    Abstract : This thesis focuses on how well Hatescan, a hate speech detector built on the same Natural Language Processing and AI algorithms used in most online hate speech detectors, can detect different categories of antisemitism as well as whether or not it is worse at detecting implicit antisemitism than explicit antisemitism. The ability of hate speech detectors to detect antisemitic hate speech is a pressing issue. READ MORE

  5. 4. Information and communications technology support for medication review in nursing home residents : Update of the OptiMEDs tool and an evaluation of the improvement of the new version

    University essay from Uppsala universitet/Institutionen för farmaci

    Author : Emma Persson; [2023]
    Keywords : polypharmacy; OptiMEDs; medication review; Belgium; Sweden;

    Abstract : Background: In older age polypharmacy is common due to a higher rate of chronic diseases. Taking multiple medications can result in drug related problems resulting in higher health care costs. READ MORE

  6. 5. Duplicate detection of multimodal and domain-specific trouble reports when having few samples : An evaluation of models using natural language processing, machine learning, and Siamese networks pre-trained on automatically labeled data

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

    Author : Viktor Karlstrand; [2022]
    Keywords : Duplicate detection; Bug reports; Trouble reports; Natural language processing; Information retrieval; Machine learning; Siamese neural network; Transformers; Automated data labeling; Shapley values; Dubblettdetektering; Felrapporter; Buggrapporter; Naturlig språkbehandling; Informationssökning; Maskininlärning; Siamesiska neurala nätverk; Transformatorer; Automatiserad datamärkning; Shapley-värden;

    Abstract : Trouble and bug reports are essential in software maintenance and for identifying faults—a challenging and time-consuming task. In cases when the fault and reports are similar or identical to previous and already resolved ones, the effort can be reduced significantly making the prospect of automatically detecting duplicates very compelling. READ MORE