Find research datasets worth reusing
Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.
830
datasets available to search
ShareScore release 0.9.0
Dataset results
830 results for “INDUSTRY”
Data Set of Focus Groups with Industry Representatives on Smart Dust and Micro Robots
<p>Data Set of Focus Groups with Industry Representatives on Smart Dust and Micro Robots</p> <p>This data set comprises the following documents:</p> <ul> <li>Coding scheme</li> <li>Focus group guidelines</li> <li>Focus group 01-03</li> </ul>
Identifying Improvement Opportunities in Software Engineering Education at the Maranhão State: Listening to Voices from Academy and Industry
<p>The teaching of Software Engineering (SE) has become challenging due to the large amount of content taught and the constant evolution of the software industry, directly impacting the requirements necessary to apply for a position in the area of Information Technology (IT). In this context, it is clear that students of computer courses still find it difficult to know how to prepare for the job market, and Higher Education Institutions (HEIs) may have difficulties in aligning themselves with market expectations with their syllabus in SE. This paper aims to provide a holistic view of the teaching-learning process, involving the views of students, HEIs and IT companies in the context of the state of Maranhão; and to propose reflections on the current state of the education to complement the contents and methodologies applied in the classroom with the needs of the local industry. To do so, three activities were carried out: (1) mapping expectations and evaluating higher education from the students’ point of view; (2) analysis of higher education disciplines in higher education institutions in the state of Maranhão in Brazil; and (3) survey of expectations of the IT market considering the vacancies disclosed in relation to the SE area in the state of Maranhão. The results indicate a partial fulfillment of the demand regarding the taught topics related to SE from the local industry by the HEIs. In addition, there is a need to improve the teaching-learning methodological processes, focusing on practical activities and the learning of teamwork skills, in addition to knowledge in software development.</p>
Implicit aspect-based opinion mining and analysis of airline industry based on user generated reviews
<p>Mining opinions from reviews has been a field of ever-growing research. These include mining opinions on document level, sentence-level, and even aspect level of a review. While explicitly mentioned aspects in a review have been widely researched, very little work has been done in gathering opinions on aspects that are <em><strong>implied </strong></em>and not explicitly mentioned. E.g. “<strong><em>the flight was spacious and there was plenty of legroom</em></strong>”. This gives an opinion on the <em><strong>entities </strong></em>of the <em><strong>cabin </strong></em>and <em><strong>seat </strong></em>of an airline. Words like “<strong><em>spacious</em></strong>” and phrases like “<strong><em>plenty of legroom</em></strong>” help identify these <em><strong>implied entities</strong></em> and the <strong><em>opinions </em></strong>attached to them. Not much research has been done for gathering such implicit aspects and opinions for airline reviews. The present dataset is a <em><strong>manually annotated domain-specific aspect-based corpus </strong></em>that helps a study to extract and analyze opinions about such implied aspects and entities of airlines.</p>
FIG. 4 in The worked bone industry and intrusive fauna associated with the prehistoric cave burials of Abri des Autours (Belgium)
FIG. 4. — Some of the animal bones from the Neolithic collective burial of Abri des Autours: A, inferior left canine of a male suid; B, awl made of a sheep or goat metatarsal; C, E, rods made of red deer antler; D, unmodified fragment of roe deer metatarsal; F, rib of a large bovid fashioned into a point (from left to right: internal, lateral and external views). Scale bar: 5 cm.
FIG. 11. — A in The shell industry in Final Neolithic societies in Sardinia: characterizing the production and utilization of Glycymeris da Costa, 1778 valves
FIG. 11. — A, Archaeological shell with use-wear traces (B-D) on the dorsal face (Cuccuru s'Arriu, Cabras, Italy) related to contact with a mineral matter, clay. Scale bars: A, 5 cm; B, C, D, 100 µm.
Data from: Industrial bees: the impact of apicultural intensification on local disease prevalence
1) Although it is generally thought that the intensification of farming will result in higher disease prevalences there is little specific modelling testing this idea. We test this in honeybees by building multi-colony models to inform how 'apicultural intensification' is predicted to impact honeybee pathogen epidemiology at the apiary scale. 2) Counter to the prevailing view, our agent-based and analytical models predict that intensification, captured though increased population sizes, changes in population network structure, and increased between-colony transmission, is likely to have little effect on disease prevalence within an apiary. Principally this is because even low-intensity apiculture exhibits high disease prevalence. 3) The greatest impacts of apicultural intensification are found for diseases with relatively low R0 (basic reproduction number), however, such diseases cause little overall disease prevalence and therefore the impacts of intensification are minor. Furthermore, the smallest impacts of intensification are for diseases with high R0 values, which we argue are typical of important honeybee diseases. 4) Policy Implications: Our findings contradict the hypothesis that apicultural intensification leads to notably higher disease prevalences for established honeybee pathogens with high R0 values. More broadly, our work demonstrates the need for informative models of agricultural systems and management practices in order to understand the implications of management changes on diseases.
Industrial relations in central public administration: recent trends and features
<p>This report maps current developments in industrial relations systems in the central public administration secrtor across the Member States, covering all EU Member States except Croatia, which joined the EU in mid-2013. The report explores to what extent there is formal industrial relations processes within the sector, including the organisation of unions and employer representatives, and the role of collective bargaining and consultation. It also examines the specific features of the sector in terms of both industrial relations processes and worker outcomes and charts reforms that have been carried out since 2008: changes in collective bargaining and in the balance of negotiation versus unilateral imposition of change by the employer, and the responses of trade unions. Finally, the report addresses the role of the social partners regarding the outcomes for employees of the recent austerity measures on issues such as wages, job security, working time and pensions.</p> <p>[Google](http://www.google.com)<br /> <br /> http://www.eurofound.europa.eu/eiro/studies/tn1307019s/index.htm </p>
Survey data in PDF-What industry wants from academia in software testing research (phase 1)
<p>Survey data in PDF-What industry wants from academia in software testing research</p>
Dataset for survey of industry-academia collaboration in software engineering (phase 1)
<p>Dataset for survey of industry-academia collaboration in software engineering (phase 1)</p>
Machine Learning in the Financial Industry - 189 Articles
Open the record for dataset details and reuse information.
THE IMPACT OF THE EXPORT POTENTIAL OF THE FRUIT AND VEGETABLE INDUSTRY ON THE ECONOMIC GROWTH OF THE REPUBLIC OF UZBEKISTAN.
Open the record for dataset details and reuse information.
CREATING A POLYPROPYLENE COMPOSITION USED IN THE AUTOMOTIVE INDUSTRY
Open the record for dataset details and reuse information.
IMPROVING THE METHOD OF ASSESSING PRODUCTION CAPACITY OF TEXTILE INDUSTRY ENTERPRISES
Open the record for dataset details and reuse information.
CURRENT PROBLEMS OF THE CHEMICAL INDUSTRY OF THE REPUBLIC OF UZBEKISTAN
Open the record for dataset details and reuse information.
Questionnaire and statistical data of visitors to industrial museums in China
Open the record for dataset details and reuse information.
POHIS-PROCEEDINGS OF OCCUPATIONAL HEALTH AND INDUSTRIAL SAFETY
<p><strong>PROCEEDINGS OF OCCUPATIONAL HEALTH AND INDUSTRIAL SAFETY</strong></p>
NATURE AND FEATURES OF INNOVATION POTENTIAL OF AN INDUSTRIAL ENTERPRISE IN CONDITIONS OF LIMITED RESOURCES
Open the record for dataset details and reuse information.
Software development output metrics for four industrial projects
<p>Data used for the paper "Benchmarking ongoing development output in real-life software projects"</p>
INDUSTRIAL ECONOMY IN OUR COUNTRY AND ITS PECULIARITIES IN ECONOMIC DEVELOPMENT.
Open the record for dataset details and reuse information.
THE IMPORTANCE OF FOREIGN LANGUAGES IN THE TOURISM INDUSTRY
Open the record for dataset details and reuse information.
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.