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EW-Shopp - Supporting Event and Weather-based Data Analytics and Marketing along the Shopper Journey

Deliverables

EW-Shopp components as a services: final release

Final release of reconciliation, transformation, analytic and visualization services that incorporate feedback from D3.4. It is related to T3.1, T3.2, T3.3, T3.4.

Event, weather and multilingual data services

This deliverable will consist of a set of services for processing multi-lingual text data including automatic annotation with language-agnostic annotations and for accessing core data using multiple languages. It is related to T1.3 and T1.4.

EW-Shopp components as a service: data visualization, navigation and quality assessment

First release of visualization services built as improvement of SpagoBI and interoperable with DataGraft via APIs, and of data quality assessment and improvement services accessible from DataGraft, It is related to T3.3, T3.4.

EW-Shopp components as a service: transformation, linking and analytics

First release of transformation and linking services accessible from the DataGraft platform, and analytic services needed to support business case development. It is related to T3.1, T3.2.

EW-Shopp Platform – v1

This deliverable will provide the initial release of the EW-Shopp Platform and DaaS Services together with documentation, which includes also the specification of the platform architecture (components, APIs and required support services), ensuring that interoperability among components of the platform is guaranteed. The core component of the platform will be a cloud-enabled database cluster, which will efficiently handle storing, access and management of large volumes of data comprising the EW-Shopp core data. It is related to T2.2, T2.3 and T2.4.

EW-Shopp Platform – v2

The deliverable release the final version of the EW-Shopp platform, by integrating and offering the core EW-Shopp services and hosting and support services, based on feedback and recommendations from the business case evaluations. It is related to T2.2, T2.3, T2.4.

Spatial, temporal and product data format specification

This report will specify formats and vocabularies for spatial, temporal and product data used in the project and the transformation operations required to produce this format from available data sources. This deliverable also explains how the chosen or defined formats and vocabularies increase interoperability within and outside the project. It is related to T1.2.

Event, weather and multilingual data services specification

This deliverable provides the specifications for processing multi-lingual text data and for accessing core data using multiple languages in compliance with specifications from D1.1 and D1.2 and according to the needs of individual business cases. Also this deliverable explains how the selected or defined formats and vocabularies increase interoperability within and outside the project. It is related to T1.3 and T1.4.

Interoperability requirements specification

This report will collect interoperability specifications, such as data formats and vocabularies used within the project, covering data from all partners and business cases. It is related to T1.1.

Update of Exploitation and Dissemination Strategy

Will include an updated version of D5.2, including impact metrics and open source and engagement strategies for the project. Possible update of material like e-brochures and e-newsletters would be included. It is also related to T5.3.

Exploitation and Dissemination Strategy Outline

Will include the initial outputs of Tasks 5.1 and 5.2, including impact metrics and open source and engagement strategies for the project. It is also related to T5.3.

Social Engagement, dissemination and exploitation report

The deliverable will report the results of the social media strategist and dissemination activities of the projects. Possible update of material like e-brochures and e-newsletters would be included. This is related to T5.2 and T5.3.

EW-Shopp components specification and design

This report will provide specification for all the components of the EW-Shopp platform, including the used techniques. It is related to T3.1, T3.2, T3.3, T3.4.

EW-Shopp components evaluation assessment

Report about effectiveness and current limitations of EW-Shopp components based on usage in WP4 and KPIs (when applicable). It is related to T3.1, T3.2, T3.3, T3.4.

EW-Shopp Platform evaluation assessment

This deliverable will provide an evaluation of the core platform deployment and execution, after integration of early versions of EW-Shopp components, and based on feedback and recommendations from the business owners. It is related to T2.2, T2.3 and T2.4.

Website

The initial launch of the website as a platform for on-going engagement, including the description of the project and the partners and areas for blogging, news releases, project reports and a form for feedback from interested parties. The website will be continuously updated during the project. It is related to T5.1.

Data Management Plan

This report will set up a Data Management Plan, which will include information and suggestions about how the relevant data will be identified, collected, organized, and documented, how quality will be assured, how the data will be stored and preserved, data policies, and how data will be disseminated. It is related to T2.1.

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Publications

Data Preparation as a Service Based on Apache Spark

Author(s): Nivethika Mahasivam, Nikolay Nikolov, Dina Sukhobok, Dumitru Roman
Published in: European Conference on Service-Oriented and Cloud Computing, 2017, Page(s) 125-139
DOI: 10.1007/978-3-319-67262-5_10

ABSTAT 1.0: Compute, Manage and Share Semantic Profiles of RDF Knowledge Graphs.

Author(s): Renzo Arturo Alva Principe, Blerina Spahiu, Matteo Palmonari, Anisa Rula, Flavio De Paoli, Andrea Maurino
Published in: Extended Semantic Web Conference (Posters & Demos) 2018, 2018, Page(s) 170-175
DOI: 10.1007/978-3-319-98192-5_32

Using Ontology-Based Data Summarization to Develop Semantics-Aware Recommender Systems

Author(s): Tommaso Di Noia, Corrado Magarelli, Andrea Maurino, Matteo Palmonari, Anisa Rula
Published in: Extended Semantic Web Conference 2018, 2018, Page(s) 128-144
DOI: 10.1007/978-3-319-93417-4_9

Facet Annotation Using Reference Knowledge Bases

Author(s): Riccardo Porrini, Matteo Palmonari, Isabel F. Cruz
Published in: Proceedings of the 2018 World Wide Web Conference on World Wide Web - WWW '18, 2018, Page(s) 1215-1224
DOI: 10.1145/3178876.3186020

Multi-user Feedback for Large-scale Cross-lingual Ontology Matching

Author(s): Mamoun Abu Helou, Matteo Palmonari
Published in: Proceedings of the 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2017, Page(s) 57-66
DOI: 10.5220/0006503200570066

Toward Automatic Semantic API Descriptions to Support Services Composition

Author(s): Marco Cremaschi, Flavio De Paoli
Published in: ESOCC 2017: Service-Oriented and Cloud Computing, 2017, Page(s) 159-167
DOI: 10.1007/978-3-319-67262-5_12

Usability of Visual Data Profiling in Data Cleaning and Transformation

Author(s): Bjørn Marius von Zernichow, Dumitru Roman
Published in: "OTM Confederated International Conferences"" On the Move to Meaningful Internet Systems""", 2017, Page(s) 480-496
DOI: 10.1007/978-3-319-69459-7_32

Tabular Data Anomaly Patterns

Author(s): Dina Sukhobok, Nikolay Nikolov, Dumitru Roman
Published in: 2017 International Conference on Big Data Innovations and Applications (Innovate-Data), 2017, Page(s) 25-34
DOI: 10.1109/Innovate-Data.2017.10

Training Temporal Word Embeddings with a Compass

Author(s): Valerio Di Carlo, Federico Bianchi, Matteo Palmonari
Published in: Proceedings of the AAAI Conference on Artificial Intelligence, Issue 33, 2019, Page(s) 6326-6334, ISSN 2374-3468
DOI: 10.1609/aaai.v33i01.33016326

Semantically-Enabled Optimization of Digital Marketing Campaigns

Author(s): Vincenzo Cutrona, Flavio De Paoli, Aljaž Košmerlj, Nikolay Nikolov, Matteo Palmonari, Fernando Perales, Dumitru Roman
Published in: The Semantic Web – ISWC 2019 - 18th International Semantic Web Conference, Auckland, New Zealand, October 26–30, 2019, Proceedings, Part II, Issue 11779, 2019, Page(s) 345-362
DOI: 10.1007/978-3-030-30796-7_22

ASIA: a Tool for Assisted Semantic Interpretation and Annotation of Tabular Data

Author(s): Vincenzo Cutrona, Michele Ciavotta, Flavio De Paoli, and Matteo Palmonari
Published in: ISWC Satellites 2019, 2019

Data wrangling at scale - the experience of EW-shopp

Author(s): Nikolay Nikolov, Michele Ciavotta, Flavio De Paoli
Published in: Proceedings of the 12th European Conference on Software Architecture Companion Proceedings - ECSA '18, 2018, Page(s) 1-4
DOI: 10.1145/3241403.3241437

Towards a Unified Geospatial Data Reconciliation Platform for Data Analytics

Author(s): Blerina Spahiu, Vicenzo Cutrona, Mateo Palmonari
Published in: Accepted and presented at 2nd Workshop on Mobility Analytics for Spatio-temporal and Social Data, MATES 08, co-located with VLDB 2018, 2018

Modeling and Publishing French BusinessRegister (Sirene) Data as Linked Data Using the euBusinessGraph Ontology

Author(s): Shady Abd El Kader, Nikolay Nikolov, Bjørn Marius Von Zernichow, Vincenzo Cutrona, Matteo Palmonari, Brian Elvesæter, Ahmet Soylu and Dumitru Roman
Published in: Proceedings of the 7th International Workshop on Semantic Statistics, co-located with the 18th International Semantic Web Conference ISWC 2019, Issue Vol-2549, 2019

Enabling Data Markets Using Smart Contracts and Multi-party Computation

Author(s): Dumitru Roman, Kien Vu
Published in: Business Information Systems Workshops - BIS 2018 International Workshops, Berlin, Germany, July 18–20, 2018, Revised Papers, Issue 339, 2019, Page(s) 258-263
DOI: 10.1007/978-3-030-04849-5_23

Towards a Collective Awareness Platform for Privacy Concerns and Expectations

Author(s): Giorgos Flouris, Theodore Patkos, Ioannis Chrysakis, Ioulia Konstantinou, Nikolay Nikolov, Panagiotis Papadakos, Jeremy Pitt, Dumitru Roman, Alexandru Stan, Chrysostomos Zeginis
Published in: On the Move to Meaningful Internet Systems. OTM 2018 Conferences - Confederated International Conferences: CoopIS, C&TC, and ODBASE 2018, Valletta, Malta, October 22-26, 2018, Proceedings, Part I, Issue 11229, 2018, Page(s) 135-152
DOI: 10.1007/978-3-030-02610-3_8

Towards Improving the Quality of Knowledge Graphs with Data-driven Ontology Patterns and SHACL

Author(s): Blerina Spahiu, Andrea Maurino, Matteo Palmonari
Published in: Emerging Topics in Semantic Technologies: ISWC 2018 Satellite Events, Issue Volume 36, 2018, Page(s) 103 - 117
DOI: 10.3233/978-1-61499-894-5-103

Predictive Data Transformation Suggestions in Grafterizer Using Machine Learning

Author(s): Saliha Sajid, Bjørn Marius von Zernichow, Ahmet Soylu, Dumitru Roman
Published in: Metadata and Semantic Research - 13th International Conference, MTSR 2019, Rome, Italy, October 28–31, 2019, Revised Selected Papers, Issue 1057, 2019, Page(s) 137-149
DOI: 10.1007/978-3-030-36599-8_12

MantisTable: A Tool for Creating Semantic Annotations on Tabular Data

Author(s): Marco Cremaschi, Anisa Rula, Alessandra Siano, Flavio De Paoli
Published in: The Semantic Web: ESWC 2019 Satellite Events - ESWC 2019 Satellite Events, Portorož, Slovenia, June 2–6, 2019, Revised Selected Papers, Issue 11762, 2019, Page(s) 18-23
DOI: 10.1007/978-3-030-32327-1_4

EW-Shopp project: Supporting Event and Weather-based Data Analytics and Marketing along the Shopper Journey

Author(s): Michele Ciavotta, Flavio De Paoli, Aljaz Kosmerlj, Nikolay Nikolov
Published in: Presented at ESOCC 2018: Project Showcase, 2018

Linked Data Exploration With RDF Surveyor

Author(s): Guillermo Vega-Gorgojo, Laura Slaughter, Bjorn Marius Von Zernichow, Nikolay Nikolov, Dumitru Roman
Published in: IEEE Access, Issue 7, 2019, Page(s) 172199-172213, ISSN 2169-3536
DOI: 10.1109/access.2019.2956345

MethOSM: a methodology for computing composite indicators derived from OpenStreetMap data

Author(s): Dumitru Roman, Tatiana Tarasova, Javier Paniagua
Published in: Journal of Spatial Information Science, Issue 19, 2019, ISSN 1948-660X
DOI: 10.5311/josis.2019.19.491