ALLDATA 2016, The Second International Conference on Big Data, Small Data, Linked Data and Open Data

Type: conference

Notes: IARIA Conference.

Editors:
Venkat Gudivada, East Carolina University, USA
Dumitru Roman, SINDEF/University of Oslo, Norway
Maria Pia di Buono, University of Salerno, Italy
Mario Monteleone, University of Salerno, Italy

ISSN: 2519-8386

ISBN: 978-1-61208-457-2

Location: Lisbon, Portugal

Dates: from February 21, 2016 to February 25, 2016

Articles: there are 21 articles

AScale: Simple and Fast ETL+Q Scaling for Small and Big Data
Pedro Martins, Maryam Abbasi, and Pedro Furtado
keywords: Algorithms; architecture; Scalability; ETL; freshness; high-rate; performance; scale; parallel processing

Informed Consent and Privacy of De-Identified Information and Estimated Data: Lessons from Iceland and the United States in an Era of Computational Genomics
Donna M. Gitter
keywords: bioinformatics, genetics, computational biology, informed consent, privacy

Social Sentiment Indices Powered by X-Scores
Brian Davis, Keith Cortis, Laurentiu Vasiliu, Adamantios Koumpis, Ross McDermott, and Siegfried Handschuh
keywords: social sentiment index; cross-lingual; social media analytics; sentiment analysis; big social and news data.

Stream Mining Revised
Sayaka Akioka
keywords: stream mining, modeling, characterization

Data Quality Centric Application Framework for Big Data
Venkat Gudivada, Dhana Rao, and William Grosky
keywords: Big Data, Data Quality, Data Analytics, Application Framework

Combining “Small Data” from Surveys and “Big Data” from Online Experiments at Pinterest
Jolie Martin
keywords: Experiments; Methodology; Surveys

Unsupervised Aircraft Trajectories Clustering: a Minimum Entropy Approach
Florence Nicol and Stéphane Puechmorel
keywords: curve clustering; probability distribution estimation; functional statistics; minimum entropy; air traffic management.

Modelling Support for a Linked Data Approach to Tool Interoperability
Jad El-khoury, Didem Gurdur, Frederic Loiret, Martin Törngren, Da Zhang, and Mattias Nyberg
keywords: Linked data modelling; OSLC; resource shapes; tool integration; information modelling.

Reasoning with Place Information on the Linked Data Web
Alia Abdelmoty and Khalid Al-Muzaini
keywords: qualitative place models; spatial reasoning; geospatial web

Graph-based Data Integration in EUDAT Data Infrastructure
Jedrzej Rybicki, Vasily Bunakov, Paolo D'Onorio De Meo, Stephan Kindermann, and Anna Queralt
keywords: Data Integration; Graph Databases; Designing for Open Data; Linked Data

IPR Issues in Data Sharing via Linkage of Platforms and Apps
Iryna Lishchuk, Marc Stauch, and Nikolaus Forgó
keywords: user-generated content; Intellectual Property Rights (IPR); IP protected content; content license; copyright.

Modelling the Cost of Open Data
Jolon Faichney, Bela Stantic, Yasaman Moaven, Sanjeev Hiremath, and John Galvin
keywords: open data; case study; cost modelling

Link Detection Based on Named Entity Keywords in Turkish News Corpus
Hamid Ahmadlouei, Hayri Sever, and Erhan Mengusoglu
keywords: story link detectiotopic detection and tracking, vector space model, information retrieval, named entity

Using Domain Ontologies for Classification and Semantic Interpretation of Documents
Samia Iltache, Catherine Comparot, Malik Si Mohammed, and Pierre-Jean Charrel
keywords: Domain ontology; semantic interpretation; disambiguation; classification; conceptual graph.

Extraction of Business Information on the web to Supply a Geolocated Search Service
Armel Fotsoh Tawofaing, Christian Sallaberry, Annig Le Parc - Lacayrelle, and Tanguy Moal
keywords: Information Extraction; Geographic Information Retrieval

A Semantic Annotation Model for Syntactic Parsing in Ontology Learning Task
Maria Pia di Buono and Mario Monteleone
keywords: Ontology Learning; Deep Linguistic Analysis; Syntactic Parsing; Lexicon-Grammar

Semantic Annotation to Support Decision Making
Francesca Parisi
keywords: semantic annotation; document classification; corpus annotation; decision-making support

An Ontology-based Method for Discovering Specific Concepts from Texts via Knowledge Completion
Céline Alec, Chantal Reynaud-Delaître, and Brigitte Safar
keywords: discovering concepts from texts; ontology enrichment; ontology population.

Analyzing the Retirement Satisfaction Predictors among Men and Women Using a Multi-Layer Feed Forward Neural Network and Decision Trees
Ehsan Ardjmand, Gary Weckman, Diana Schwerha, and Andrew Snow
keywords: Retirement Satisfaction; Artificial Neural Networks; Multi-Layer Perceptron; Decision Tree

Group Method of Data Handling: How Does it Measure Up?
Poorani Selvaraj, Gary Weckman, and Andrew Snow
keywords: Group Method of Data Handling; Artificial Neural Networks; Prediction; Statistics; Feature Selection

A Novel Event-based Method for Abducting Evolutional Motivation of Empirical Engineering Knowledge
Xinyu Li, Zuhua Jiang, Lijun Liu, and Puling Liu
keywords: knowledge evolution; empirical engineering knowledge; evolutional motive; evolutional event; abductive reasoning