Katedra Inżynierii Oprogramowania - Jednostki Administracyjne - MOST Wiedzy

Wyszukiwarka

Katedra Inżynierii Oprogramowania

Filtry

wszystkich: 476

  • Kategoria
  • Rok
  • Opcje

wyczyść Filtry wybranego katalogu niedostępne

Katalog Publikacji

Rok 2024
  • Exploring Relationships Between Data in Enterprise Information Systems by Analysis of Log Contents
    Publikacja

    - Rok 2024

    Enterprise systems are inherently complex and maintaining their full, up-to-date overview poses a serious challenge to the enterprise architects’ teams. This problem encourages the search for automated means of discovering knowledge about such systems. An important aspect of this knowledge is understanding the data that are processed by applications and their relationships. In our previous work, we used application logs of an enterprise...

    Pełny tekst do pobrania w serwisie zewnętrznym

  • Exploring the Benefits, Challenges, and Opportunities of Collaborative Business Intelligence
    Publikacja

    - Rok 2024

    In traditional business intelligence (BI) settings, the collective decision-making process is often hindered by the absence of knowledge and expertise exchange among various stakeholders, as well as lack of information sharing. The study delves into the concept of Collaborative BI, which aims to overcome these limitations by promoting collaboration, business networking, knowledge sharing, and improved communication among stakeholders....

    Pełny tekst do pobrania w portalu

  • Ontology-based text convolution neural network (TextCNN) for prediction of construction accidents
    Publikacja
    • S. Donghui
    • L. Zhigang
    • J. Zurada
    • A. Manikas
    • J. Guan
    • P. Weichbroth

    - KNOWLEDGE AND INFORMATION SYSTEMS - Rok 2024

    The construction industry suffers from workplace accidents, including injuries and fatalities, which represent a significant economic and social burden for employers, workers, and society as a whole.The existing research on construction accidents heavily relies on expert evaluations,which often suffer from issues such as low efficiency, insufficient intelligence, and subjectivity.However, expert opinions provided in construction...

    Pełny tekst do pobrania w serwisie zewnętrznym

  • Usability Testing of Mobile Applications: A Methodological Framework
    Publikacja

    Less than five percent of all mobile applications have become successful throughout 2023. The success of a new mobile application depends on a variety of factors ranging from business understanding, customer value, and perceived quality of use. In this sense, the topic of usability testing of mobile applications is relevant from the point of view of user satisfaction and acceptance. However, the current knowledge seems to be fragmented,...

    Pełny tekst do pobrania w portalu

Rok 2023
Rok 2022
  • A Case Study on Implementing Agile Techniques and Practices: Rationale, Benefits, Barriers and Business Implications for Hardware Development
    Publikacja

    Agile methodologies, along with the corresponding tools and practices, are claimed to facilitate teams in managing their work more effectively and conducting their work more efficiently while fostering the highest quality product within the constraints of the budget. Therefore, the rate of awareness and adoption of Agile frameworks both within and outside the software industry has increased significantly. Yet, the latest studies...

    Pełny tekst do pobrania w portalu

  • A comprehensive overview of software product management challenges

    The principal focus of software product management is to ensure the economic success of the product, which means to prolong the product life as much as possible with modest expenditures to maximizs profits. Software product managers play an important role in the software development organization while being responsible for the strategy, business case, product roadmap, high-level requirements, product deployment (release-management),...

    Pełny tekst do pobrania w portalu

  • A note on the affective computing systems and machines: a classification and appraisal
    Publikacja

    Affective computing (AfC) is a continuously growing multidisciplinary field, spanning areas from artificial intelligence, throughout engineering, psychology, education, cognitive science, to sociology. Therefore, many studies have been devoted to the aim of addressing numerous issues, regarding different facets of AfC solutions. However, there is a lack of classification of the AfC systems. This study aims to fill this gap by reviewing...

    Pełny tekst do pobrania w portalu

  • An Empirical Study on the Impact of Gender on Mobile Applications Usability
    Publikacja

    - IEEE Access - Rok 2022

    In the area of broadband wireless Internet, mobile applications have already replaced their desktop equivalents and are recognized as valuable tools for any size of businesses and for private use. With the emergence of millions of apps, the quality of their interaction with the user remains an open question for software vendors. While female and male requirements and preferences are not always similar, to the best of our knowledge,...

    Pełny tekst do pobrania w portalu

  • ARIMA vs LSTM on NASDAQ stock exchange data
    Publikacja

    - Procedia Computer Science - Rok 2022

    This study compares the results of two completely different models: statistical one (ARIMA) and deep learning one (LSTM) based on a chosen set of NASDAQ data. Both models are used to predict daily or monthly average prices of chosen companies listed on the NASDAQ stock exchange. Research shows which model performs better in terms of the chosen input data, parameters and number of features. The chosen models were compared using...

    Pełny tekst do pobrania w portalu

  • Discovering interactions between applications with log analysis
    Publikacja

    Application logs record the behavior of a system during its runtime and their analysis can provide useful information. In this article, we propose a method of automated log analysis to discover interactions taking place between applications in an enterprise. We believe that such an automated approach can greatly support enterprise architects in building an up-to-date view of a governed system in a modern, fast-paced development...

    Pełny tekst do pobrania w portalu

  • Emotion Recognition from Physiological Channels Using Graph Neural Network

    In recent years, a number of new research papers have emerged on the application of neural networks in affective computing. One of the newest trends observed is the utilization of graph neural networks (GNNs) to recognize emotions. The study presented in the paper follows this trend. Within the work, GraphSleepNet (a GNN for classifying the stages of sleep) was adjusted for emotion recognition and validated for this purpose. The...

    Pełny tekst do pobrania w portalu

  • E-technologie wspomagające terapię dzieci z autyzmem

    Autyzm jest zaburzeniem rozwojowym, w którym deficytowe są umiejętności komunikacyjne oraz możliwości uczenia. Edukacja i terapia dzieci z autyzmem wymaga zindywidualizowanego podejścia, gdyż występowanie i nasilenie objawów jest u nich różnorodne. Rozwiązania technologiczne, wspierające procesy terapeutyczne w autyzmie, muszą spełniać wiele kryteriów, oprócz ogólnej użyteczności czy też dopasowania do wieku dzieci. Projektowanie...

    Pełny tekst do pobrania w serwisie zewnętrznym

  • Game-based Sprint retrospectives: multiple action research

    In today’s fast-paced world of rapid technological change, software development teams need to constantly revise their work practices. Not surprisingly, regular reflection on how to become more effective is perceived as one of the most important principles of Agile Software Development. Nevertheless, running an effective and enjoyable retrospective meeting is still a challenge in real environments. As reported by several studies,...

    Pełny tekst do pobrania w portalu

  • Improving medical experts’ efficiency of misinformation detection: an exploratory study
    Publikacja
    • A. Nabożny
    • B. Balcerzak
    • M. Morzy
    • A. Wierzbicki
    • P. Savov
    • K. Warpechowski

    - WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS - Rok 2022

    Fighting medical disinformation in the era of the pandemic is an increasingly important problem. Today, automatic systems for assessing the credibility of medical information do not offer sufficient precision, so human supervision and the involvement of medical expert annotators are required. Our work aims to optimize the utilization of medical experts’ time. We also equip them with tools for semi-automatic initial verification...

    Pełny tekst do pobrania w serwisie zewnętrznym

  • Improving Re-rankCCP with Rules Quality Measures
    Publikacja

    - Rok 2022

    Recommender Systems are software tools and techniques which aim at suggesting new items that may possibly be of interest to a user. Context-Aware Recommender Systems exploit contextual information to provide more adequate recommendations. In this paper we described a modification of an existing contextual post-filtering algorithm which uses rules-like user representation called Contextual Conditional Preferences. We extended the...

    Pełny tekst do pobrania w serwisie zewnętrznym

  • Landscape of Automated Log Analysis: A Systematic Literature Review and Mapping Study
    Publikacja

    - IEEE Access - Rok 2022

    Logging is a common practice in software engineering to provide insights into working systems. The main uses of log files have always been failure identification and root cause analysis. In recent years, novel applications of logging have emerged that benefit from automated analysis of log files, for example, real-time monitoring of system health, understanding users’ behavior, and extracting domain knowledge. Although nearly every...

    Pełny tekst do pobrania w portalu

  • Lessons learned from developing an Industry 4.0 mobile process management system supported by Artificial Intelligence

    Research, development and innovation (RDI) projects are undertaken in order to improve existing, or develop new, more efficient products and services. Moreover, the goal of innovation is to produce new knowledge through research, and disseminating it through education and training. In this line of thinking, this paper reports and discusses the lessons learned from the undertaken project, regarding three areas: machine learning...

    Pełny tekst do pobrania w portalu

  • Monolithic vs. Microservice Architecture: A Performance and Scalability Evaluation
    Publikacja

    - IEEE Access - Rok 2022

    Context. Since its proclamation in 2012, microservices-based architecture has gained widespread popularity due to its advantages, such as improved availability, fault tolerance, and horizontal scalability, as well as greater software development agility. Motivation. Yet, refactoring a monolith to microservices by smaller businesses and expecting that the migration will bring benefits similar to those reported by top global companies,...

    Pełny tekst do pobrania w portalu

  • Multi-domain and Context-Aware Recommendations Using Contextual Ontological User Profile
    Publikacja

    - Rok 2022

    Recommender Systems (RS) became popular tools in many Web services like Netflix, Amazon, or YouTube, because they help a~user to avoid an information overload problem. One of the types of RS are Context-Aware RS (CARS) which exploit contextual information to provide more adequate recommendations. Cross-Domain RS (CDRS) were created as a response to the data sparsity problem which occurs when only few users can provide reviews or...

    Pełny tekst do pobrania w serwisie zewnętrznym

  • Scaled agile framework. Dealing with software process‐related challenges of a financial group with the action research approach
    Publikacja

    - Journal of Software-Evolution and Process - Rok 2022

    This article reports on a domain-specific software development venture at Nordea. We explore organizational constraints, challenges, and corrective actions undertaken when scaling the agile development approach of their Core Banking Platform program. The fit and required customizations of the rather complex and rigid SAFe framework in a policy-heavy financial institution are audited against the organic growth of the program. In...

    Pełny tekst do pobrania w portalu

  • Stress Detection of Children With ASD Using Physiological Signals
    Publikacja
    • S. N. B. Aktas
    • P. Uluer
    • B. Coskun
    • E. Toprak
    • D. E. Barkana
    • H. Kose
    • T. Zorcec
    • B. Robins
    • A. Landowska

    - Rok 2022

    This paper proposes a physiological signal-based stress detection approach for children with autism spectrum disorder (ASD) to be used in social and assistive robot inter- vention. Electrodermal activity (EDA) and blood volume pulse (BVP) signals are collected with an E4 smart wristband from children with ASD in different countries. The peak count and signal amplitude features are derived from EDA signal and used in order to detect...

    Pełny tekst do pobrania w serwisie zewnętrznym

  • Stress Detection of Children with Autism using Physiological Signals in Kaspar Robot-Based Intervention Studies
    Publikacja
    • B. Coskun
    • P. Uluer
    • E. Toprak
    • D. E. Barkana
    • H. Kose
    • T. Zorcec
    • B. Robins
    • A. Landowska

    - Rok 2022

    This study aims to develop a stress detection system using the blood volume pulse (BVP) signals of children with Autism Spectrum Disorder (ASD) during robot-based interven- tion. This study presents the heart rate variability (HRV) analysis method to detect the stress, where HRV features are extracted from raw BVP signals recorded from an E4 wristband during interaction studies with the social robot Kaspar. Low frequency power...

    Pełny tekst do pobrania w serwisie zewnętrznym

  • Systematic Literature Review for Emotion Recognition from EEG Signals

    Researchers have recently become increasingly interested in recognizing emotions from electroencephalogram (EEG) signals and many studies utilizing different approaches have been conducted in this field. For the purposes of this work, we performed a systematic literature review including over 40 articles in order to identify the best set of methods for the emotion recognition problem. Our work collects information about the most...

    Pełny tekst do pobrania w serwisie zewnętrznym

  • Systematic Literature Review for Emotion Recognition from EEG Signals

    Researchers have recently become increasingly interested in recognizing emotions from electroencephalogram (EEG) signals and many studies utilizing different approaches have been conducted in this field. For the purposes of this work, we performed a systematic literature review including over 40 articles in order to identify the best set of methods for the emotion recognition problem. Our work collects information about the most...

    Pełny tekst do pobrania w portalu

  • Toward a unified model of mobile Business Intelligence (m-BI) acceptance and use
    Publikacja

    - Rok 2022

    Factors affecting mobile business intelligence (m-BI) acceptance and use have become an increasingly important topic in practice due to the growing complexity of organizations, and their underlying information systems (IS). Since, one can notice considerable interest in m-BI, however, to the best of our knowledge few studies (if any) aim to synthesize the existing body of knowledge with regards to the factors affecting m-BI acceptance...

    Pełny tekst do pobrania w portalu

Rok 2021
Rok 2020
  • Adapting Agile Practices to Security Context – Practitioners’ Perspective
    Publikacja

    In this paper we explore the problem of introducing agile practices to projects dealing with systems with high security requirements. We also propose an approach based on AgileSafe method and OWASP ASVS guidelines, that could support such introduction. What is more, we present the results of two surveys aimed at analyzing IT practitioners’ views on applying agile methods to security reliant systems as well as evaluating the set...

    Pełny tekst do pobrania w serwisie zewnętrznym

  • Agile Requirements Prioritization in Practice: Results of an Industrial Survey
    Publikacja

    Agile software development stresses the importance of providing the customer with a product of a maximized business value. To achieve that, requirements prioritization is used. Agile development methods like Scrum define guidelines for prioritization, however practitioners do not necessarily have to follow them. Our goal was to investigate the industry practice related to requirements prioritization process, including its timing,...

    Pełny tekst do pobrania w portalu

  • BIG PROBLEMS WITH BIG DATA
    Publikacja

    The article presents an overview of the most important issues related to the phenomenon called big data. The characteristics of big data concerning the data itself and the data sources are presented. Then, the big data life cycle concept is formulated. The next sections focus on two big data technologies: MapReduce for big data processing and NoSQL databases for big data storage.

    Pełny tekst do pobrania w portalu

  • Child-Robot Interaction Studies During COVID-19 Pandemic
    Publikacja
    • P. Uluer
    • H. Kose
    • A. Landowska
    • T. Zorcec
    • B. Robins
    • D. Erol Barkana

    - Rok 2020

    The coronavirus disease (COVID-19) pandemic affected our lives deeply, just like everyone else, the children also suffered from the restrictions due to COVID-19 affecting their education and social interactions with others, being restricted from play areas and schools for a long time. Although social robots provide a promising solution to support children in their education, healthcare, and social interaction with others, the precautions...

    Pełny tekst do pobrania w serwisie zewnętrznym

  • Choosing Exploration Process Path in Data Mining Processes for Complex Internet Objects
    Publikacja

    We present an experimental case study of a novel and original framework for classifying aggregate objects, i.e. objects that consist of other objects. The features of the aggregated objects are converted into the features of aggregate ones, by use of aggregate functions. The choice of the functions, along with the specific method of classification can be automated by choosing of one of several process paths, and different paths...

    Pełny tekst do pobrania w serwisie zewnętrznym

  • Choosing Exploration Process Path in Data Mining Processes for Complex Internet Objects

    We present an experimental case study of a novel and original framework for classifying aggregate objects, i.e. objects that consist of other objects. The features of the aggregated objects are converted into the features of aggregate ones, by use of aggregate functions. The choice of the functions, along with the specific method of classification can be automated by choosing of one of several process paths, and different paths...

    Pełny tekst do pobrania w serwisie zewnętrznym

  • Contextual ontology for tonality assessment

    classification tasks. The discussion focuses on two important research hypotheses: (1) whether it is possible to construct such an ontology from a corpus of textual document, and (2) whether it is possible and beneficial to use inferencing from this ontology to support the process of sentiment classification. To support the first hypothesis we present a method of extraction of hierarchy of contexts from a set of textual documents...

    Pełny tekst do pobrania w portalu

  • EduAkcja. Historia pewnego czasopisma
    Publikacja

    - Rok 2020

    Rozdział przedstawia przebieg inicjatywy powołania czasopisma poświęconego zdalnemu nauczaniu o nazwie EduAkcja. Magazyn edukacji elektronicznej

  • Evaluation of Selected UX Techniques by Product Managers - A Preliminary Survey
    Publikacja

    - Rok 2020

    In this paper we present the results of an opinion survey among 28 IT product managers who evaluated the subjective usefulness of 24 selected UX techniques to 6 IT product management tasks derived from ProdBOK®. We selected the UX techniques based on the literature review and 6 interviews with experienced IT product managers. Based on the survey results, we propose our recommendation of useful techniques for 5 of the 6 studied...

    Pełny tekst do pobrania w serwisie zewnętrznym

  • Exploring application relationships within enterprise system by matching messages in enterprise log
    Publikacja

    - Rok 2020

    With data becoming their key asset, large enterprises require data governance processes to maintain its quality. Because a large portion of business value in enterprise systems is usually delivered by legacy applications without proper documentation, there is a need for a better understanding of these applications and the data produced by them. In this paper, we present an approach to collecting insights into the data managed by...

    Pełny tekst do pobrania w serwisie zewnętrznym

  • Exploring Impact of Requirements Engineering on Other IT Project Areas – Case Study

    Requirements Engineering (RE) is recognized as one of the most important (yet difficult) areas of software engineering that has a significant impact on other areas of IT projects and their final outcomes. Empirical studies investigating this impact are hard to conduct, mainly due to the great effort required. It is thus difficult for both researchers and industry practitioners to make evidence-based evaluations about how decisions...

    Pełny tekst do pobrania w portalu

  • Identification of the Agile Mindset and Its Comparison to the Competencies of Selected Agile Roles
    Publikacja

    - Rok 2020

    In this paper we present the results of the identification and evalua-tion of the elements of an agile mindset as well as its comparison to the compe-tence models for the roles of Scrum Master, Product Owner and agile analyst. We have identified 70 unique agile mindset elements from literature and 5 in-terviews with experts. Based on an opinion survey among 52 agile practitioners we evaluated the importance of 26 selected elements...

    Pełny tekst do pobrania w serwisie zewnętrznym

  • Improving the Performance of Ontological Querying by using a Contextual Approach

    In the paper we present the results of experiment we performed to determine whether a contextual approach may be used to increase the performance of querying a knowledge base. For the experiments we have used a unique setting where we put much effort in developing a contextual and a non-contextual ontology which are as much close counterparts as possible. To achieve this we created a contextual version...

    Pełny tekst do pobrania w portalu

  • Mobile Security: Threats and Best Practices
    Publikacja

    - Mobile Information Systems - Rok 2020

    Communicating mobile security threats and best practices has become a central objective due to the ongoing discovery of new vulnerabilities of mobile devices. To cope with this overarching issue, the goal of this paper is to identify and analyze existing threats and best practices in the domain of mobile security. To this extent, we conducted a literature review based on a set of keywords. The obtained results concern recognizable...

    Pełny tekst do pobrania w portalu

  • On the Usefulness of the Generalised Additive Model for Mean Path Loss Estimation in Body Area Networks

    In this article, the usefulness of the Generalised Additive Model for mean path loss estimation in Body Area Networks is investigated. The research concerns a narrow-band indoor off-body network operating at 2.45 GHz, being based on measurements performed with four different users. The mean path loss is modelled as a sum of four components that depend on path length, antenna orientation angle, absolute difference between transmitting...

    Pełny tekst do pobrania w portalu

  • Playing the Sprint Retrospective: A Replication Study
    Publikacja

    - Rok 2020

    The Sprint Retrospective is a vehicle for continuous process improvement. Even though it is a well established agile practice, running effective retrospective meetings is challenging. There have been a lot of identified problems that commonly occur during these meetings. To address them, Przybyłek & Kotecka [20] successfully revitalized retrospective meetings by adopting collaborative games, which represent a powerful tool in improving...

    Pełny tekst do pobrania w serwisie zewnętrznym

  • Robot Eye Perspective in Perceiving Facial Expressions in Interaction with Children with Autism

    The paper concerns automatic facial expression analysis applied in a study of natural “in the wild” interaction between children with autism and a social robot. The paper reports a study that analyzed the recordings captured via a camera located in the eye of a robot. Children with autism exhibit a diverse level of deficits, including ones in social interaction and emotional expression. The aim of the study was to explore the possibility...

    Pełny tekst do pobrania w serwisie zewnętrznym

  • Scientific Collaboration, Citation and Topic Analysis of International Conference on Agile Software Development Papers
    Publikacja

    - Rok 2020

    The International Conference on Agile Software Development (XP) was established almost sixteen years ago. Based on data from Scopus database, a total of 789 papers have been published in between years of 2002 and 2018. We employed bibliometrics analysis and topic modeling with R/RStudio to analyze these published papers from various dimensions, including the most active authors, collaboration of authorship, most cited papers, used...

    Pełny tekst do pobrania w serwisie zewnętrznym

  • The Impact of Lexicon Adaptation on the Emotion Mining From Software Engineering Artifacts
    Publikacja

    - IEEE Access - Rok 2020

    Sentiment analysis and emotion mining techniques are increasingly being used in the field of software engineering. However, the experiments conducted so far have not yielded high accuracy results. Researchers indicate a lack of adaptation of the methods of emotion mining to the specific context of the domain as the main cause of this situation. The article describes research aimed at examining whether the adaptation of the lexicon...

    Pełny tekst do pobrania w portalu

  • Towards a Lightweight Approach for the Evaluation of Requirements Engineering Impact on Other IT Project Areas
    Publikacja

    Requirements Engineering (RE) is recognized as one of the most important, but difficult areas of software engineering, with a significant impact on other areas of the IT project and its final outcome. The empirical studies investigating this impact are hard to conduct, mainly due to large effort required. It is thus difficult for researchers and even more for industry practitioners to make evidence-based evaluations, how decisions...

    Pełny tekst do pobrania w portalu

  • Usability of mobile applications: a systematic literature study
    Publikacja

    - IEEE Access - Rok 2020

    Since the release of the first mobile devices, the usability of on-board applications has been the concern not only of software vendors but hardware manufacturers as well. The academia community later willingly joined the discussion on usability in terms of theory and empirical measurement, having experience and knowledge in desktop settings. At first sight, such a background should guarantee a solid foundation to conduct research...

    Pełny tekst do pobrania w portalu

Rok 2019
  • A New Rehabilitation Device for Balance Impaired Individuals
    Publikacja

    - Rok 2019

    In the paper authors present a device designed to improve the rehabilitation process of people with balance impairment. The discussed device (JStep) utilizes a commercially available static standing frame (stander) modified in order to fit force sensing units under the feet and in the pillows around the hips of a patient. While executing rehabilitation tasks, the patient may compensate his balance deficiency by leaning on the pillows...

    Pełny tekst do pobrania w serwisie zewnętrznym

  • Antecedents to Achieve Kanban Optimum Benefits in Software Companies
    Publikacja
    • M. Ahmad
    • A. Rohunen
    • P. Raulamo-jurvanen

    - Rok 2019

    In 2004, Kanban successfully entered into the Agile and Lean realm. Since then software companies have been increasingly using it in software development teams. The goal of this study is to perform an empirical investigation on antecedents considered as important for achieving optimum benefits of Kanban use and to discuss the practical implications of the findings. We conducted an online survey with software professionals from...

    Pełny tekst do pobrania w serwisie zewnętrznym

  • Artificial intelligence for software development — the present and the challenges for the future

    Since the time when first CASE (Computer-Aided Software Engineering) methods and tools were developed, little has been done in the area of automated creation of code. CASE tools support a software engineer in creation the system structure, in defining interfaces and relationships between software modules and, after the code has been written, in performing testing tasks on different levels of detail. Writing code is still the task...

    Pełny tekst do pobrania w portalu

  • Communication and Documentation Practices in Agile Requirements Engineering: A Survey in Polish Software Industry

    Requirements engineering, system analysis and other analytical activities form the basis of every IT project. Such activities are not clearly defined in Agile development methods, but it does not mean that they are absent in an agile project. The aim of our work was to determine which practices related to requirements-related communication and which requirements documenting techniques are used in agile software projects. For this...

    Pełny tekst do pobrania w portalu

  • Comparison of technology adoption models
    Publikacja

    - Rok 2019

    There are several technology adoption models, that try to explain, how and why the technologies are adopted and used. Among those, that are widely used to explain, how the older adults accept technologies, there are some general models and models specific to the group of older users. Among the general ones I would recommend paying attention to the following models: Technology Acceptance Model (TAM) proposed by Davis...

    Pełny tekst do pobrania w serwisie zewnętrznym

  • Developing Novel Solutions to Realise the European Energy - Information Sharing & Analysis Centre
    Publikacja

    For more effective decision making in preparation for and response to cyberevents in the energy sector, multilevel situation awareness, from technical to strategic is essential. With an uncertain picture of evolving threats, sharing of the latest cybersecurity knowledge among all sector stakeholders can inform and improve decisions and responses. This paper describes two novel solutions proposed during the formation of the European...

    Pełny tekst do pobrania w portalu

  • Enriching the Context: Methods of Improving the Non-contextual Assessment of Sentence Credibility
    Publikacja

    - Rok 2019

    This paper presents several methods of automatic context enrichment of sentences that need to be evaluated, tagged or fact-checked by human judges. We have created a corpus of medical Web articles. Sentences from this corpus have been fact-checked by medical experts in two modes: contextually (reading the entire article and evaluating sentence by sentence) and without context (evaluating sentences from all articles in random order)....

    Pełny tekst do pobrania w serwisie zewnętrznym

  • Evaluating Performance and Accuracy Improvements for Attention-OCR

    In this paper we evaluated a set of potential improvements to the successful Attention-OCR architecture, designed to predict multiline text from unconstrained scenes in real-world images. We investigated the impact of several optimizations on model’s accuracy, including employing dynamic RNNs (Recurrent Neural Networks), scheduled sampling, BiLSTM (Bidirectional Long Short-Term Memory) and a modified attention model. BiLSTM was...

    Pełny tekst do pobrania w serwisie zewnętrznym

  • Exploration of Creativity Techniques in Software Engineering in Training-Application-Feedback Cycle

    Creativity research has proposed about a hundred and fifty creativity techniques. The question is whether they can be applied in software engineering for creativity training or directing creativity in software projects. This paper aims at answering this question via a quasi-experiment conducted in Training-Application-Feedback cycle in which participants express their opinions about selected creativity techniques after training...

    Pełny tekst do pobrania w serwisie zewnętrznym

  • Identification, Assessment and Automated Classification of Requirements Engineering Techniques
    Publikacja

    Selection of suitable techniques to be used in requirements engineering or business analysis activities is not easy, especially considering the large number of new proposals that emerged in recent years. This paper provides a summary of techniques recommended by major sources recognized by the industry. A universal attribute structure for the description of techniques is proposed and used to describe 33 techniques most frequently...

    Pełny tekst do pobrania w portalu

  • Method of selecting programming practices for the safety-critical software development projects
    Publikacja

    - Rok 2019

    In recent years a plan-driven approach traditionally used in safety-critical software development has been put to a test by rapidly changing technologies, more diverse group of clients and volatile market requirements. The need to deliver good quality systems, faster and at lower cost in comparison to competitors encouraged companies to look for more efficient solutions. Agile methodologies are known to successfully address these...

    Pełny tekst do pobrania w portalu

  • On the Agile Mindset of an Effective Team – An Industrial Opinion Survey

    In this paper we present the results of an opinion survey among 52 agile practitioners who evaluated the importance of 26 selected elements of the agile mindset to the effectiveness of an agile team. In total, we have identified 70 unique agile mindset elements based on 11 literature sources and 5 interviews with industry experts. 7 elements belonged to the “support for business goals” category, 20 to the “relationships within...

    Pełny tekst do pobrania w portalu