Attribute Identification and Predictive Customisation Using Fuzzy Clustering and Genetic Search for Industry 4.0 Environments

Today´s factory involves more services and customisation. A paradigm shift is towards “Industry 4.0” (i4) aiming at realising mass customisation at a mass production cost. However, there is a lack of tools for customer informatics. This paper addresses this issue and develops a predictive analytics framework integrating big data analysis and business informatics, using Computational Intelligence (CI). In particular, a fuzzy c-means is used for pattern recognition, as well as managing relevant big data for feeding potential customer needs and wants for improved productivity at the design stage for customised mass production. The selection of patterns from big data is performed using a genetic algorithm with fuzzy c-means, which helps with clustering and selection of optimal attributes. The case study shows that fuzzy c-means are able to assign new clusters with growing knowledge of customer needs and wants. The dataset has three types of entities: specification of various characteristics, assigned insurance risk rating, and normalised losses in use compared with other cars. The fuzzy c-means tool offers a number of features suitable for smart designs for an i4 environment

Feature Models as Support for Business Model Implementation of Cyber-Physical Systems

From a business perspective Cyber-Physical Systems (CPS) can contribute to process innovation, product innovation or business model innovation. In this paper, the focus is on business model innovation based on CPS, i.e. we take the perspective of enterprises using CPS as basis for new customer services. In order to create viable CPS solutions, stakeholders from different enterprise functions should be involved, including business perspective and technical perspective. However, the business-related stakeholders often do not understand the technical possibilities and the technology-related stakeholders do understand the business opportunities. The paper proposes to use feature models as mediation support between business-oriented and technology-oriented stakeholders. Feature models conventionally are used for controlling variability, i.e. as a means for engineers to plan and design features for configuration and implementation. We propose to use them as a way to identify value propositions based on features. The main contributions of the paper are (a) to identify the potential feature models for alignment of business and technology-related stakeholders, (b) to propose feature model “slices” as support for business model development of CPS, and (c) an industrial case illustrating feasibility and utility of the approach

Getting Europe back to work. Crisis (re)production and crisis overcoming in Europe

The aim of this publication is to discuss the current determinants generating economic growth in the European Union, which is still a challenge in the post-crisis context. It has been investigated globally, continentally and regionally. At the same time, the key question is whether this economic growth is compatible with the social dimension and social values, which is one of the main considerations of young Europeans, who were most adversely affected by the crisis.The European Union Erasmus+ financing the EU DYNAMICUS JM Chair project European Union – Economic Development, Young Europeans and Innovations in Crisis Overcoming and Union’s Sustainabilit

Treasures of Time. Research of the Faculty of Archaeology of Adam Mickiewicz University in Poznań

This publication presents the current scientific interests creatively developed by such teams at the Faculty of Archaeology of Adam Mickiewicz University. The research of these teams covers vast areas in time and space, summing up at least the last 9,000 years of prehistory. The following articles, arranged in chronological order, allow us to explore the prehistory of various areas

Czernowitz to Chernivtsi by Cernăuți. A multicultural townscape as heritage of a plural society

Czernowitz, former capital city of the Duchy of Bucovina in the Hapsburg Empire, changed “location” twice: from Austria to Romania in 1918, becoming Cernauți, then from Romania to Ukraine in 1945 (until today), becoming Chernivtsi. Today Chernivtsi is mainly an Ukrainian city, but its architecture shows this historical process thanks to a series of urban landmarks. This paper aims to focus on the interplay among architecture and nationalities, so evident and strong in this case-study. The multicultural society before 1918 is reflected in many heterogeneous religious e public buildings, the effort of “Romanization” after 1918 is mainly reflected – on the contrary - in the “ethnic” Romanian qualities of new buildings. From the second half of the nineteenth century the townscape was progressively enriched by temples of different religions (Catholic, Orthodox, Jewish, Armenian…) and by the specific building types: the “national houses”, seat of the cultural life of each community (German, Jewish, Ruthenian, Polish, Romanian…) , all with their specific architectural features. In this architectural “melting pot” some buildings played a role of super-national, unifying and modern (Art Nouveau) landmarks: the railway station, the Postal Savings Bank and the theatre. The “Romanization” of the city was operated after 1920 building many new Orthodox churches and emphasizing the ethnic decorative details of new buildings (window frames, arches, roofs), related to the Brancoveanu style. The spread of Modernism, in the 30’s stopped this way of shaping a new face to the city, but the huge new Romanian Culture Palace “landed” in the theatre square speaking clearly of Bucovina as a part of Greater Romania. After 1945 the multicultural society vanished, and the Soviet power promoted homologation against the richness of the past. The independence of Ukraine from the former USSR allowed social groups and politicians to rethink about the national and local identity, mainly intended as ukrainian: as usual monuments changed, but the new ones, despite new people to celebrate, followed old ways in representing heroes. On the other hand, but more recently, architectural heritage is considered by Municipality as an ADN of Czernowitz and a value to be restored and protected, both on the Austrian and Romanian side. The website launched in 2008 for celebrating the 600 years of the town, speaks about Chernivtsi city of tolerance

Serhii Plokhy, Chernobyl: The History of a Nuclear Catastrophe, Basic Books, 2018. [Book review]

Book review. Reviewed book: Serhii Plokhy. Chernobyl: The History of a Nuclear Catastrophe. Publisher: Basic Books, 2018. 432 pp. ISBN-13: 978-1541617094Non peer reviewe

The First to be Destroyed

The Jewish community of the city of Kleczew came into existence in the sixteenth century. It remained large and strong throughout the next four hundred years, and in the eighteenth and nineteenth centuries it constituted 40-60% of the total population. The German army entered Kleczew on September 15, 1939, shortly after the outbreak of World War II. The communities of Kleczew and the vicinity were among the first Jewish collectives in Europe to be totally destroyed. The events presented in this book reveal that the organization of deportations and the methods of mass murder conducted in this district, by Kommando Lange, served as a model that would be applied later in the death camps during the mass extermination of Polish and European Jewry. If so, it was in the woods near Kleczew that the “Final Solution of the Jewish Question” began

The Exercise of Criminal Justice in Medieval Towns: A Comparison of English and Polish Jurisdiction

The thesis offers a new vision of medieval criminal justice and for the first time identifies the significant common elements in the exercise of criminal law regulations in selected fourteenth-century towns in two contrasting countries in late medieval Europe, England and Poland. These elements include principles of cooperation and control between royal and local powers in the establishment and exercise of legal proceedings. These are also among the main determinants of the developing status and agency of medieval European urban communities including their executive powers. Through a comparative analysis of the local practice that comprised criminal justice in both nations’ systems of law, this thesis marks new ground in the study of international features of criminal law proceedings in the period. It also contributes to a wider understanding of local mechanisms of control and the extent to which towns nevertheless relied upon the enforcement power of central royal authorities. Focusing on towns like Bristol, Exeter, Norwich, York, Wrocław and Kraków, this study explores the importance of local legal regulation in each town’s development, their aspirations to control their own administrative and legal processes and the limits to their level of autonomy. The thesis examines the individual stages of how local criminal law was exercised in towns of both countries, by demonstrating from various legal documents that formed parts of royal grants, privileges and charters, the roles of executive bodies directly involved in implementing local laws. The results reveal that despite political, territorial and monarchical differences that existed between the countries and their separate systems of law, there were certain common elements that arguably provide an international character for the application of local criminal justice. The thesis expands upon existing knowledge and scholarship about the essential role of corporal punishments in municipal legal proceedings, including how these were appropriate to each criminal and their specific crime. It also identifies a new approach towards the main factors affecting the active pursuit of criminal justice in England and Poland, especially their impact upon a general understanding of medieval European law enforcement procedures

Method support for enterprise architecture management capabilities

"What can our EA organization do and/or what should it be capable of?". In order to answer this questions, a capability-based method is developed, which assists in the identification, structuring and management of capabilities. The approach is embedded in a process comprising four building blocks providing appropriated procedures, concepts and supporting tools evolved from theory and practical use cases. The guide represents a flexible method for capability newcomers and experienced audiences to optimize enterprises’ economic impacts of EAM supporting the alignment of business and IT.„Was muss unser UAM leisten können?“ Als Grundlage für die Beantwortung dieser Frage sollen Konzepte aus dem Fähigkeitenmanagement genutzt werden. Im Rahmen dieser Arbeit wird eine fähigkeitenbasierte Methode entwickelt, welche Unternehmen bei der Identifikation, Strukturierung und Verwaltung von UAM-Fähigkeiten unterstützt. Der Ansatz ist in einen Prozess eingegliedert, welcher vier Hauptbestandteile beinhaltet und die für die Durchführung notwendigen Vorgehen, Konzepte und Hilfsmittel beschreibt, welche wiederrum in Kooperationen mit der Praxis getestet wurden