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Mining Linked Datasets

Jorge Martinez
2021 figshare.com  
This paper addresses the design and development of TheMa which is an Application Programming Interface (API) for making explicit, information contained in a Linked Dataset.  ...  Unfortunately, not many tools for mining hidden information from existing linked datasets have been proposed in the literature yet.  ...  Conclusions In this paper, we have presented an API, namely a set of computer algorithms, for extracting implicit information from Linked Datasets.  ... 
doi:10.6084/m9.figshare.14237513.v1 fatcat:thjs45v4nbglfpjnz5vlpagqny

Linking Data and Publications: Towards a Cross-Disciplinary Approach

Maarten Hoogerwerf, Mathias Lösch, Jochen Schirrwagen, Sarah Callaghan, Paolo Manghi, Katerina Iatropoulou, Dimitra Keramida, Najla Rettberg
2013 International Journal of Digital Curation  
Hence, OpenAIRE wants to contribute to the development of a common approach for discipline-independent linking practices between publications, data, project information and researchers.  ...  For OpenAIRE, a European cross-disciplinary publication infrastructure, this poses the challenge of supporting these heterogeneous practices.  ...  The authors would like to thank Alessia Bardi, Natalia Manola, Mateusz Kobos, Jo McEntyre, Oliver Kilian for their support and contributions.  ... 
doi:10.2218/ijdc.v8i1.257 fatcat:kdmpr2tsybfircdxd3ogax7iqy

A Novel, Gradient Boosting Framework for Sentiment Analysis in Languages where NLP Resources Are Not Plentiful: A Case Study for Modern Greek

Vasileios Athanasiou, Manolis Maragoudakis
2017 Algorithms  
The new feature set of English tokens is augmented with the original set of Greek, consequently producing a high dimensional dataset that poses certain difficulties for any traditional classifier.  ...  It is an undoubted fact that some years ago, textual information was spreading in manageable rates; however, nowadays, such information has overcome even the most ambiguous expectations and constantly  ...  (b) Stemming: for the Greek set (denoted as A), an implementation of the [52] stemmer was applied. (c) Translation: Each Greek token was translated by using the Google ® Translator API.  ... 
doi:10.3390/a10010034 fatcat:tbg2dy5pdzhg3g5egkxkbnx2ga

Evaluating Geospatial RDF stores Using the Benchmark Geographica 2

Theofilos Ioannidis, George Garbis, Kostis Kyzirakos, Konstantina Bereta, Manolis Koubarakis
2020 Zenodo  
in addition to many other real use case scenarios and finally includes computation of statistics for geospatial datasets.  ...  A parallel process with the above was that RDF frameworks evolved in an interesting way by presenting a more mature set of geospatial features, such as GeoSPARQL support and including the latest indexing  ...  The second uses a Java API and supports large literals but needs more time to store a dataset.  ... 
doi:10.5281/zenodo.4090759 fatcat:ay7z23psp5fsdfci2wq7q3xpo4

Global Infrastructures for Biodiversity Data and Services [chapter]

Wim Hugo, Donald Hobern, Urmas Kõljalg, Éamonn Ó Tuama, Hannu Saarenmaa
2016 The GEO Handbook on Biodiversity Observation Networks  
To realise the goal, an understanding of the context within which such an infrastructure needs to operate is important (for instance, it is part of a larger drive towards research data infrastructures  ...  In the interim it is possible to anticipate the likely architecture for a GEO BON infrastructure, and to provide guidance to individual researchers, institutions, and regional or global initiatives in  ...  focused on linking DOI-based references across different journals), and GBIF (allocating DOIs for all published datasets and for search results).  ... 
doi:10.1007/978-3-319-27288-7_11 fatcat:cbsnvosqqfaa7cncuuimyviw2a

Social Media Sellout: The Increasing Role of Product Promotion on YouTube

Carsten Schwemmer, Sandra Ziewiecki
2018 Social Media + Society  
In our article, we make a first attempt to quantify product promotion and use an original dataset of 139,475 videos created by German YouTube channels between 2009 and 2017.  ...  Applying methods for automated content analysis, we find that YouTube users indeed are confronted with an ever-growing share of product promotion, particularly in the beauty and fashion sector.  ...  For this purpose, we compiled an original dataset of 139,475 videos created by the 100 most popular YouTube channels in Germany between 2009 and 2017.  ... 
doi:10.1177/2056305118786720 fatcat:auqlpbcen5exponpt6ffpyriae

Bestandsaufnahme offener öffentlicher Einkaufsdaten [chapter]

Britta Reuter
2020 Transparenz öffentlicher Einkaufsdaten in Deutschland  
Deutschland mit 54 von insgesamt 150 möglichen Punkten auf Platz 116 von 123 bewerteten Ländern (Centre for Law and Democracy, 2019).  ...  … Metadaten Metadaten Website/ Blog Support/ Feedback File Server/CDN APIs Files Behörde A APIs Files Behörde B APIs Files Behörde C APIs Files Behörde D Datenkatalog  ...  davon ab und 3) weichen negativ davon ab unterteilt werden. 1) Veröffentlichte Daten entsprechen den juristischen Vorgaben Insbesondere in der Phase der Ausschreibung hält man sich in fast allen Fällen an  ... 
doi:10.1007/978-3-658-31687-7_7 fatcat:7quwvjkw4nf23neoiatz437o4a

Collective Intelligence [chapter]

2014 Encyclopedia of Social Network Analysis and Mining  
First, we are grateful to all the authors of the articles for prompt responses and the members of the editorial review board for timely and thorough reviews. The board included Ioannis Anagnostopou-  ...  The algorithms can either be applied directly to a dataset or called from your own Java code.  ...  Poster submissions are especially invited for software demonstration or PhD work in progress. Submission of papers is handled via ConfTool (Submission link will be published soon).  ... 
doi:10.1007/978-1-4614-6170-8_100480 fatcat:cesty3mz5vbilmtfx3gagqi7dq

Collective Intelligence [chapter]

2009 Computational Intelligence  
First, we are grateful to all the authors of the articles for prompt responses and the members of the editorial review board for timely and thorough reviews. The board included Ioannis Anagnostopou-  ...  The algorithms can either be applied directly to a dataset or called from your own Java code.  ...  Poster submissions are especially invited for software demonstration or PhD work in progress. Submission of papers is handled via ConfTool (Submission link will be published soon).  ... 
doi:10.1109/9780470544297.ch17 fatcat:w5fcyebwqzgubjg2d3tutqvp7m

Collective intelligence

Thomas W. Malone
2007 2007 International Symposium on Collaborative Technologies and Systems  
First, we are grateful to all the authors of the articles for prompt responses and the members of the editorial review board for timely and thorough reviews. The board included Ioannis Anagnostopou-  ...  The algorithms can either be applied directly to a dataset or called from your own Java code.  ...  Poster submissions are especially invited for software demonstration or PhD work in progress. Submission of papers is handled via ConfTool (Submission link will be published soon).  ... 
doi:10.1109/cts.2007.4621716 fatcat:h3ii3n6pwbg5zhc6qkj2fv7egi

Increasing understanding of alien species through citizen science (Alien-CSI)

Helen Roy, Quentin Groom, Tim Adriaens, Gaia Agnello, Marina Antic, Anne-Sophie Archambeau, Sven Bacher, Aletta Bonn, Peter Brown, Giuseppe Brundu, Bernat López, Michelle Cleary (+53 others)
2018 Research Ideas and Outcomes  
It will embrace relevant innovations for data gathering and reporting to support the implementation of monitoring and surveillance measures, while ensuring benefits for society and citizens, through an  ...  Recent developments in citizen science (CS) provide an opportunity to improve data flow and knowledge on AS while ensuring effective and high quality societal engagement with the issue of IAS (Invasive  ...  Tuo pačiu susiduriama su iššūkiais renkant informaciją apie SR.  ... 
doi:10.3897/rio.4.e31412 fatcat:wkli4jst4zhd5jhsbe7r7doxou

Hochschuldidaktik der Informatik HDI 2018 : 8. Fachtagung des GI-Fachbereichs Informatik und Ausbildung/Didaktik der Informatik ; 12.-13. September 2018 an der Goethe-Universität Frankfurt am Main

Nadine Bergner, Rene Christian Röpke, Ulrik Schroeder, Detlef Krömker, Nadine Bergner, Rene Christian Röpke, Ulrik Schroeder, Detlef Krömker
2018 Commentarii informaticae didacticae  
Then the dataset was imported into SPSS for statistical analysis.  ...  P.; Dawson, S.: Mining LMS data to develop an "early warning system" for educators: A proof of concept. Computers & Educa- tion. 54(2), S. 588 -599, 2010.  ... 
doi:10.18154/rwth-2018-229917 fatcat:w3rbsavtwzadrjgek7intrlhhy

AKWI Nr. 6 (2017)

C. Müller, K. Marfurt, N. Ketterer, F. Herrmann
2017 Zenodo  
Then, the training and testing datasets have to be selected for cross validation. An unsupervised learning technique is used to model the combined training dataset (Hastie et al., 2009 ).  ...  Then, the training and testing datasets have to be selected for cross validation. A supervised learning method is used to model the training dataset.  ...  Rechenzentren Speziell DATA MINING BEGRIFF Gemäß der GARTNER GROUP wird der Begriff Data Mining folgendermaßen definiert: "The process of discovering meaningful correlations, patterns and trends  ... 
doi:10.5281/zenodo.1110205 fatcat:fkckcbgytvbqjnblgynj4vwdrq

PARTHENOS D2.3 Report on the assessment of data policies and standardization

Steven Krauwer, Sara Di Giorgio, Karolien Verbrugge, Claus Spiecker, Christos Chatzimichail, Emiliano Degl'Innocenti, Hélène Gautier, Roberta Giacomi, Lina Henriksen, Klaus Illmayer, Antonio Davide Madonna, Maurizio Sanesi
2017 Zenodo  
provides collect needs and experiences from the project constituencies (research communities, ESFRI and non-ESFRI Research Infrastructures, other projects) and to organize and feed them as requirements for  ...  Especially social media research depends on the availability of data samples, e.g. via an application programming interface (API).  ...  It eg. makes Named Entity Recognition and Text-mining possible.Since long time, researchers have been discussing the need for a standard structure for the recording and exchange of information about the  ... 
doi:10.5281/zenodo.2662524 fatcat:kovfreaafrdfdlmzhgka6nshdq

Pattern recognition and machine learning

1993 ChoiceReviews  
However, it has only limited support for parallelization and it lacks functionality to spread long-running computations over multiple machines.  ...  In this context, the state-of-the-art software RapidMiner already provides easy to use interfaces for developing and evaluating Pattern Recognition and Machine Learning applications.  ...  Furthermore, GridGain provides an API for accessing certain aspects which are interesting for monitoring.  ... 
doi:10.5860/choice.30-3308 fatcat:qunga7zxtfhjze2rmcvkhetp44
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