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Mozaika
The Humanizing Technologies Lab
January 2016
Mariana Damova, PhD
© Copyright Mozaika 2016
Humanizing Technologies Lab
- in operation since May 2013
- subject areas
- data science
- natural interfaces
- human insi...
Solutions
• DaaS offerings
• Industry information
• Human resources management
information
• Text Summarization
• Linked o...
Clients and Partners
• Markovski Solutions
• Avenza, JANZZ
• Nuance Communications
• Rittal
• Springer Verlag
• French Emb...
European Projects and Initiatives
EUROPEAN
DATA SCIENCE
ACADEMY
Europeana network
© Copyright Mozaika 2016
Current and completed projects
© Copyright Mozaika 2016
IndustryInform
Semantic-based search and recommendation
service for business networking
Data infrastructure based on seman...
Semantic Support for Human Resources Management
- Semantic representation of skills,
competences, geographical
information...
Geo Linked Data
Interactive map of the Bulgarian Dialects
http://ibl.bas.bg//bulgarian_dialects/ with IBL - BAS © Copyrigh...
Semantic Metadata of Codex Suppraliensis
http://csup.ilit.bas.bg/node/1
with ILI – BAS and DM2E project http://dm2e.eu/
ht...
Virtual itineraries
http://bulgarianheritage.bulgariana.eu/jspui/handl
e/pub/624/browse?type=name&submit_browse=%
D0%9E%D0...
CITYSUMMARIES
with Digital Spaces Living Lab
Real time multi-modal summarization of city
experiences and information
- tri...
Content Management System for French
University Programmes in Bulgaria
FUF.BG
with
French Institute in Bulgaria
and
Agence...
Information Management for Aerospace
Small Communication Satellite
Mission
• Communications project, aiming to mobilize sc...
Voice Biometrics
• IVR Authentication Use Case
“At VB Bank, my voice is
my password”
Carol Foster
ID VERIFIED a
Slide cred...
Translation into Bulgarian of
Scientific Book Series
with Springer Verlag © Copyright Mozaika 2016
Experience with Natural Language
to Ontology Interoperability
EN FR DE
Who painted Mona Lisa? Qui a paint Mona Lisa? Wer h...
Text and Image
- Association based natural language processing
- Sentiment expression
- Lexical semantics
- Visual lexicon...
Organizational Structure
and Operations
- project teams, interns (12 people)
- business model - organic growth
- project b...
Engineering and Development
Emil Stoyanov, PhD
Deyan Stoyanov
Nikolai Vuchkov
Jennya Dobreva
Lychezar Jackov
Nikolai Unguz...
Contact:
Mariana Damova
mariana.damova@mozajka.co
www.mozajka.co
Thank you for your attention!
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Mozaika-Jan2016a

  1. 1. Mozaika The Humanizing Technologies Lab January 2016 Mariana Damova, PhD © Copyright Mozaika 2016
  2. 2. Humanizing Technologies Lab - in operation since May 2013 - subject areas - data science - natural interfaces - human insight - activity areas - R&D and project development consulting for knowledge intense solutions - DaaS (Data as a Service) - Information/data infrastructures for a variety of applications - Natural human-computer interactivity - Voice biometrics - verticals - Business Information, Human Resources Management, Earth Observation, Aerospace, Mozaika is an SME and a Research Center At Mozaika we are trying to leverage data science with natural interfaces to provide solutions tailored to human behavior, attitudes and comprehension Data Science Interactivity, Natural Interfaces Human Insight Mood, Emotion, Compassion, Intuition, Value Judgements, Sentiment Cognitive Systems
  3. 3. Solutions • DaaS offerings • Industry information • Human resources management information • Text Summarization • Linked open data creation • Scientific book series • Electronic books Services • Knowledge intense solutions • Ontology engineering • Data analysis and analytics • Content management solutions • NLP based solutions • Business solutions • Analytical and information reports • Cultural heritage cataloguing • Project and product development • Business analysis • Project management R&D • Semantics, discourse • Reasoning • Interactivity – multilingual, multimodal • Image and text • Real-time data analytics • Cognitive architectures – brain/language Mozaika current offering and expertise © Copyright Mozaika 2016
  4. 4. Clients and Partners • Markovski Solutions • Avenza, JANZZ • Nuance Communications • Rittal • Springer Verlag • French Embassy in Bulgaria • Maintec Krones Gruppe • Sensika, Semantic Interactiv • University of Gothenburg • Bulgarian Academy of Sciences • Sofia State University "St. Kliment of Ohrid" • Centre for educational initiatives • ZMDI, Digital Spaces Living Labs • CASTRA, Geocad93 • Ontotext • Novorel • Forschung Direkt
  5. 5. European Projects and Initiatives EUROPEAN DATA SCIENCE ACADEMY Europeana network © Copyright Mozaika 2016
  6. 6. Current and completed projects © Copyright Mozaika 2016
  7. 7. IndustryInform Semantic-based search and recommendation service for business networking Data infrastructure based on semantic web technologies and linked data Current statistics - semantic base of more than 36 million information units - 7 sites from Great Britain, Germany, Bulgaria – - ~300K companies - model allowing for 50 information units per company - multilingual company information - BG, EN, (DE, FR) - user interface in 4 languages – BG, EN, DE, FR © Copyright Mozaika 2016
  8. 8. Semantic Support for Human Resources Management - Semantic representation of skills, competences, geographical information, industries relatedness, organizational and personal information - Semantic matching From a module of the ProfiCV, Markovski Solutions’ system towards DaaS © Copyright Mozaika 2016
  9. 9. Geo Linked Data Interactive map of the Bulgarian Dialects http://ibl.bas.bg//bulgarian_dialects/ with IBL - BAS © Copyright Mozaika 2016
  10. 10. Semantic Metadata of Codex Suppraliensis http://csup.ilit.bas.bg/node/1 with ILI – BAS and DM2E project http://dm2e.eu/ http://data.dm2e.eu/data/html/resourcemap/bas/codsu pra/codexsuprasliensis/20150109170547566 Bulgarian medieval manuscript published in Europeana © Copyright Mozaika 2016
  11. 11. Virtual itineraries http://bulgarianheritage.bulgariana.eu/jspui/handl e/pub/624/browse?type=name&submit_browse=% D0%9E%D0%B1%D0%B5%D0%BA%D1%82%D0%B8 3D laser scanned or otherwise portrayed architectural and cultural heritage objects and presented in interactive stories or itineraries The shown items are made with Europeana and Geocad93. They are part of Bulgariana collection, currently hosted at Ontotext. © Copyright Mozaika 2016 Church St George of Kremikovstsi Monastery, from the 15th century
  12. 12. CITYSUMMARIES with Digital Spaces Living Lab Real time multi-modal summarization of city experiences and information - trip planning - while visiting - trip memories catcher mobile and web-based Smart Cities application © Copyright Mozaika 2016
  13. 13. Content Management System for French University Programmes in Bulgaria FUF.BG with French Institute in Bulgaria and Agence Universitaire Francophone © Copyright Mozaika 2016
  14. 14. Information Management for Aerospace Small Communication Satellite Mission • Communications project, aiming to mobilize scientific and industrial effort to build a purely Bulgarian product with international impact • Satellite based space surveillance and tracking system for the benefit of Europe Component: Information and communication (IC) infrastructure for analysis, processing, archiving and dissemination of data © Copyright Mozaika 2016 with • Data infrastructure • Data management • Data analytics • Data processing optimization
  15. 15. Voice Biometrics • IVR Authentication Use Case “At VB Bank, my voice is my password” Carol Foster ID VERIFIED a Slide credit: Nuance Communications © Copyright Mozaika 2016 Partner of Nuance Communications
  16. 16. Translation into Bulgarian of Scientific Book Series with Springer Verlag © Copyright Mozaika 2016
  17. 17. Experience with Natural Language to Ontology Interoperability EN FR DE Who painted Mona Lisa? Qui a paint Mona Lisa? Wer hat Mona Lisa gemahlt? Who is Mona Lisa’s painter? Qui est le paintre de Mona Lisa? Wer ist der Mahler von Mona Lisa ? Who created Mona Lisa? Qui a créé Mona Lisa? Wer hat Mona Lisa geschöpft? Different language Different syntax Different lexicon Same semantics Leonardo Mona Lisa RDF Repository SPARQL Missing Piece A Multilingual SPARQL-Based Retrieval Interface for Cultural Heritage Objects Reason-able View Linked Open Data from the Cultural Heritage domain Gothenburg City Museum Europeana, DBPedia, CIDOC-CRM SPARQL End-point RDF :Painter :Painting :painted Mona Lisa ? rdf:type rdf:type
  18. 18. Text and Image - Association based natural language processing - Sentiment expression - Lexical semantics - Visual lexicon Project Idea: Capturing human and personal characteristics based on the tags chosen for an image © Copyright Mozaika 2016
  19. 19. Organizational Structure and Operations - project teams, interns (12 people) - business model - organic growth - project by project and self-funded © Copyright Mozaika 2016
  20. 20. Engineering and Development Emil Stoyanov, PhD Deyan Stoyanov Nikolai Vuchkov Jennya Dobreva Lychezar Jackov Nikolai Unguzov Graphic Design Felix Zentner Business Development and Marketing Kameliya Atanassova Sergi Sergiev Product, Project and Data Management Mariana Damova, PhD Engineering and Development Graphic Design Business Development and Marketing Product Owner, Project and Data Management Exemplary Project Team © Copyright Mozaika 2016
  21. 21. Contact: Mariana Damova mariana.damova@mozajka.co www.mozajka.co Thank you for your attention!

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