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This paper aims to propose a structured threat information expression (STIX)-based data representation for privacy-preserving data analysis to report format and semantics of specific data types and to represent sticky policies in the format of embedded human-readable data sharing agreements (DSAs). More specifically, the authors exploit and extend the STIX standard to represent in a structured way analysis-ready pieces of data and the attached privacy policies.

The whole scheme is designed to be completely compatible with the STIX 2.0 standard for cyber-threat intelligence (CTI) representation. The proposed scheme will be implemented in this work by defining the complete scheme for representing an email, which is more expressive than the standard one defined for STIX, designed specifically for spam email analysis.

Moreover, the paper provides a new scheme for general DSA representation that has been practically applied for the process of encoding specific attributes in different CTI reports.

Because of the chosen approach, the research results may have limitations. Specifically, current practice for entity recognition has the limitation that was discovered during the research. However, its effect on process time was minimized and the way for improvement was proposed.

This paper has covered the existing gap including the lack of generality in DSA representation for privacy-preserving analysis of structured CTI. Therefore, the new model for DSA representation was introduced, as well as its practical implementation.

This research paper aims to understand which factors influence the purchase of private label food products, by measuring the importance of 14 variables for purchasing frequency.

Data were collected through questionnaires to a sample of consumers. They have been analysed according to the extra tree classifier methodology, which allows providing a more reliable classification – compared to previous studies – of factors affecting consumers' choices of private label products.

Results show that consumers' choices related to private label food products are influenced by groups of heterogeneous variables related to their perception on products, satisfaction of post-consumption, store's role and trust built over time by retailers.

Data have been collected through an online survey, which could generate the bias of self-selection; the sampling method is non-probabilistic.

The study provides useful indications on the role of private labels in retailer management policies and on marketing competences and skills that are necessary for managing retailers' assortments.

The existing literature lacks clarity on the factors that influence the frequency of purchasing private label food products. By considering a higher number of variables than previous studies, it has been possible to classify and measure the importance of each variable included in the analysis framework adopted, also in case of correlation between variables.

Erosion is the main cause of soil and water degradation, which demands investments for the recovery of such natural resources. The purpose of this paper is to quantify and spatialize soil losses in a municipality with large areas of monoculture of sugarcane.

The Universal Soil Loss Equation was applied for the identification of areas susceptible to erosion in the municipality of Jahu, SP, Brazil. Soil maps, statistical census data from Brazilian Institute of Geography and Statistics, radar images from SRTM, rainfall data from Fatec-Jahu hydrometeorological station and digital satellite images from Landsat 5 TM were used for the analyses. Four basic parameters were evaluated: topography of the terrain, rainfall erosivity, soil erodibility, and soil use and management factors. The analyses were conducted in the Geographic Information System (ArcView software).

The results show most of the municipality (91 percent) consists of areas of erosion potential. However, the remaining 9 percent can potentially produce 40 percent of the sediment load, which indicates the need for conservation practices and environmental recovery for a reduction in the erosion process acceleration.

In view of the expansion of sugarcane culture in the cities of São Paulo, the results show the importance of a master plan for new areas of sugarcane planting and the need for restoration of riparian vegetation in the surrounding streams and springs for the reduction of erosion.

This study aims to examine the effect of individuals’ roles, as providers or consumers, and sharing intensity on willingness to participate in access-based hospitality markets.

The research draws from the theories of psychological ownership and prospect theory to examine how individuals’ roles and sharing intensity affect willingness to share an accommodation. Two behavioral experiments test the proposed hypotheses and fundament the main conclusions.

The results show that providers (consumers) desire more (less) intensive sharing. This paper also finds a significant difference between consumers’ willingness to pay and providers’ willingness to accept, creating a seesaw dilemma that limits the likelihood of closing a sharing agreement. Based on the findings, strategies to improve the likelihood of transactions among parties are suggested.

The research provides guidelines to stimulate peer-to-peer hospitality transactions. It suggests improving communication to highlight consumers’ perceptions of effectance and feeling of “home,” as well as providers’ mental imageries of ownership. It also recommends systematizing accommodation attributes based on expected sharing experiences and the prospection of users who welcome high sharing intensity.

In contrast to other studies of peer-to-peer accommodation sharing, this paper explores the roles of providers and consumers simultaneously and analyze sharing intensity as a critical factor. This study finds that providers may welcome more intensive sharing, and links this outcome to an unusual negative relationship between psychological ownership and the endowment effect.

There is a strong consensus among scholars that the international competitiveness of companies strongly depends on the support of institutions, which reduces uncertainty in transactions by giving form to economic interactions, while less attention was paid to the role of international standards within this context. This study intends to propose its contribution by deepening the role of process certifications in the competitiveness and internationalization strategies of companies, with specific reference to the wood-furniture sector.

Data were collected using a questionnaire survey distributed via computer-assisted web interviewing (CAWI) methodology and sent to a sample of 2,845 Italian companies which operate in the wood-furniture industry, using simple random sampling. Thanks to the survey administration, 228 companies participated to the survey.

The study shows that it is companies operating in international markets that define this tool as relevant; this underlines how certification is seen as a kind of business card for entering international markets. In this context, the role of business leadership emerges as fundamental in the practical definition of the objectives to be set by adopting a quality management systems and in the subsequent commitment to obtain them.

Up to now, the literature has taken these elements into analysis mainly considering the consumers' perspective. In sectors with a higher content of innovation, technology and design, such as the wood-furniture sector, the literature appears to be poor in terms of contributions.

The COVID-19 pandemic has had an uncertain impact on the global economy, especially for entrepreneurs and small and medium-sized enterprises that have suffered significant consequences. However, resilience has emerged as an entrepreneurial skill that allows companies to adapt and grow stronger in the face of challenges. Therefore, this paper conducted a literature review to identify the factors that comprise resilience to strengthen training programs for entrepreneurial skills. This study aims to lead to future empirical studies that will provide more understanding and equip professionals with the skills to adapt to crises.

A systematic literature review was performed, analyzing studies related to entrepreneurship, resilience and crises. In total, 30 empirical studies were analyzed to determine the facts of the crises, the methodologies used and the actions taken to address them.

The review identified resilience factors such as attitudes adopted toward the crisis, the characteristics of the business and the entrepreneur, the relationships with institutions, human and social capital and strategic management. These factors can be considered in training programs for resilient entrepreneurs and by the different actors in the entrepreneurial ecosystem, including the universities and public policymakers, who support them.

This study provides a literature review that focuses on identifying the resilience factors of entrepreneurs who confronted past crises to know how to apply them to overcome the current situation and contribute to post-COVID-19 entrepreneurship. This paper hopes that the findings motivate others to conduct further empirical studies on entrepreneurship and resilience in times of crisis, especially in developing countries and emerging economies.