PoolParty Semantic Suite Functional Overview Andreas Blumauer CEO & Managing Partner Semantic Web Company / PoolParty Semantic Suite 2 Semantic Web Company (SWC) ▸ Founded in 2004, based in Vienna ▸ Privately held 3 ▸ 50 FTE ▸ Software Engineers & Consultants for Introducing NLP, Semantics and Machine learning Semantic Semantic Web AI ▸ Developer & Vendor of Company PoolParty Semantic Suite ▸ Participating in projects with €2.5 million funding for R&D ▸ ~30% revenue growth/year ▸ SWC named to KMWorld’s ‘100 Companies That Matter in Knowledge Management’ in 2016, 2017 and 2018 ▸ www.semantic-web.com 2017 2016 PoolParty Semantic Suite ▸ Most complete Semantic Middleware on the Global Market ▸ Semantic AI: Fusion of Knowledge 4 Graphs, NLP, and Machine Learning ▸ W3C standards compliant Fact sheet: PoolParty ▸ First release in 2009 ▸ Current version 7.0 ▸ On-premises or cloud-based ▸ Over 200 installations world-wide ▸ Named as Sample Vendor in Gartner’s Hype Cycle for AI 2018 ▸ KMWorld listed PoolParty as Trend-Setting Product 2015, 2016, 2017, and 2018 ▸ www.poolparty.biz We work with Global Fortune Companies, and with some of the largest GOs and NGOs from over 20 countries. SWC head- US UK quarters West US Selected Customer References East 5 ● Credit Suisse ● Boehringer Ingelheim Selected ● Roche ● adidas Customer ● The Pokémon Company ● Fluor AUS/ References ● Harvard Business School NZL ● Wolters Kluwer and Partners ● Philips ● Nestlé ● Electronic Arts Selected Partners ● Springer Nature ● Pearson - Always Learning ● Enterprise Knowledge ● Healthdirect Australia ● Mekon Intelligent Content Solutions ● World Bank Group ● Soitron ● Canadian Broadcasting Corporation ● Accenture ● Oxford University Press ● EPAM Systems ● International Atomic Energy Agency ● BAON Enterprises ● Siemens ● Findwise ● Singapore Academy of Law ● Tellura Semantics ● Inter-American Development Bank ● HPC ● Council of the E.U. ● Minerva Intelligence ● AT&T ● Make it a Triple 6 Gartner Hype Cycle for Artificial Intelligence, 2018 “The rising role of content and context for delivering insights with AI technologies, as well as recent knowledge graph offerings for AI applications have pulled knowledge graphs to the surface.” Process Automation Information Management 7 ▹ Enhanced Machine Learning ▹ Semantic Content Management ▹ Text Mining & NLP ▹ Metadata Management Solutions based ▹ Document Classification ▹ Masterdata Management on PoolParty Enhanced Customer Experience Knowledge Engineering ▹ Recommender Systems ▹ Taxonomy Management ▹ SEO ▹ Ontology Management ▹ Smart Helpdesk Solutions ▹ Knowledge Graph Management ▹ Chatbots and Q&A engines ▹ Data Visualization Knowledge Management Agile Data Integration ▹ Semantic Search ▹ Linked Data ▹ Personalization ▹ Integrating heterogeneous data ▹ Knowledge Discovery Portals ▹ Entity Linking The Most Complete Semantic 8 Middleware on the Global Market Why ▸ Future-proof investment & PoolParty? data portability Fully standards-compliant ▸ Middleware approach Easy integration based on comprehensive API ▸ Shorter learning curve Outstanding user-friendliness & E-learning PoolParty enables enterprise- ▸ Technological lead Machine Learning, NLP and Semantics ready solutions based on cutting-edge technologies. ▸ Modular architecture & price model Adapt to growing demands Taxonomy & Entity Extractor & Data Integration & Ontology Server Semantic Classifier Data Linking Semi- Controlled vocabularies as a basis for Unstructured Structured structured Data Data 9 highly precise knowledge extraction Data and text classification PoolParty Factsheet Semantic Suite Bain Capital is a venture capital company based in Boston, MA. Since inception it has invested in Schema mapping hundreds of companies including AMC Most complete Entertainment, Brookstone, and Burger based on ontologies King. The company was co-founded by Semantic Mitt Romney. Middleware on Entity Extractor informs all incoming data the Global Market streams about its semantics and links them Unified Views Identify new candidate concepts PoolParty to be included in a GraphSearch controlled vocabulary RDF Graph Database 10 Knowledge Graph Management Along the Linked Data Life Cycle 11 Functions and Components PoolParty PoolParty Taxonomy & PoolParty 12 GraphEditor Ontology Server UnifiedViews PoolParty Components Screenshots PoolParty PoolParty PoolParty Extractor Semantic Classifier GraphSearch 13 PoolParty Semantic Suite System Architecture Overview Integration with Graph databases PoolParty Integration with Search engines $76,000 ppt Semantic Data linking & mapping $3,750/mo Integrator Linked Data Orchestration based on UnifiedViews Graph Search Server 14 Entity Extractor Extractor API Product PoolParty Autopopulate project from DBpedia Enterprise Overview Semantic Classifier (optional) Server Workflow Management SKOS-XL (optional) All products are available as Ontologies and Custom Schemes PoolParty Quality Management & Reports Advanced cloud services or Corpus Management Server for on-premise Vocabulary Mapping, Linked Data Mapping installation Linked Data Enrichment, Frontend, and SPARQL endpoint SKOS Taxonomy Management PoolParty Multiple Projects > PoolParty Basic Taxonomy Rest API Server Feature & Price Import/Export (incl. Excel) Matrix Rollback and History 15 BASIC PRINCIPLES Benefiting from the Semantic Web in a Nutshell 16 Core Principle The Semantic Layer completes the Four-layered Data & Content Architecture 17 Maturity Model Roadmap for a more agile Data Governance Framework PowerTagging is user of annotates 18 CMS Content Manager proposes is basis of PoolParty extensions Machine Learning Index enriches Based on corpus Extractor & Classifier analysis as a uses API is basis of supervised Integrator is basis of learning system analyzes uses API Thesaurus Server is user of extends Corpus Learning/ Taxonomist/ Semantic Analysis Ontologist Resolving Language Problems “While most people can deal with linguistic features as synonyms, homographs, polyhierarchies, and even with far more peculiar characteristics of natural languages, machines often struggle with automatic sense-making because of the lack of a semantic knowledge model that can be used programmatically.” ‘Things’ but not Strings: Using a ‘Semantic Knowledge Graph’ Retina Funduscope prefLabel http://www.my.com/ taxonomy/62346723 http://www.my.com/ prefLabel taxonomy/ 97345854 Ophthalmoscope image altLabel http://www.my.com/ http://www.mycom.com images/90546089 has broader /taxonomy/4543567 prefLabel Diagnostic Equipment 21 BASIC FUNCTIONALITIES PoolParty’s core competencies at a glance 22 Maintaining Vocabularies Taxonomies and controlled Place your screenshot here vocabularies are maintained by using the SKOS standard of W3C. The intuitive user interface provides comfortable control elements like drag & drop or autocomplete. A tree view on the taxonomy plays a central part in navigation and orientation. 23 SKOS Editor The SKOS View on a concept allows the management of labels Place your screenshot here (e.g. synonyms), hierarchies and non-hierarchical relations, and mappings to other vocabularies. Also more complex actions like merging of concepts, moving of subtrees or the creation of poly-hierarchies are supported. PoolParty fully covers the SKOS standard of W3C incl. SKOS-XL and SKOS Collections. 24 History & Audit Trails Every change being made on a Place your screenshot here concept of a thesaurus is stored and can be tracked. A full history containing the author, timestamp and action being taken can be displayed for each concept and for the whole project. Recovery and rollback can be managed by PoolParty’s snapshot mechanism. 25 Linking & Mapping The same concept can occur in Place your screenshot here several taxonomies and can be put in different contexts. PoolParty provides a comfortable dialogue for the semi-automatic linking between concepts from several thesauri. Additionally, concepts can also be mapped to linked data sources like DBpedia or Geonames, or even to non-RDF sources provided by you. 26 User Management & Roles User Management is based on user Place your screenshot here accounts, roles, and groups. User authentication can be integrated with LDAP. PoolParty’s security layer is based on Spring Security. PoolParty’s API is fully integrated with the security layer. 27 Workflows Approval (or rejection) of changes on a thesaurus can be governed by Place your screenshot here workflows. Several roles in the PoolParty system have different rights to apply changes, reject or approve those. A clearly structured dashboard helps taxonomists not to loose track of all the tasks that need to be performed. SKOS based 28 Taxonomy Management Workflows SELECTED VIDEOS > PoolParty on YouTube Taxonomy Linking Import Excel 29 ADVANCED FUNCTIONALITIES Efficient taxonomy management and text mining based on PoolParty 30 Entity Extraction PoolParty’s API provides a rich set of methods for text mining and entity Place your screenshot here extraction. This ultra-fast service makes use of your controlled vocabularies, therefore it is highly accurate for your specific domain. The service will improve over time and learns from reference text corpora. It supports over 40 languages and comes with a powerful disambiguation algorithm. Mike Miller <article> <title>How to Use an Ophthalmoscope</title> skos:prefLabel <metadata> skos:altLabel 31 <id>328832</id> Michael Miller <author>Mike Miller</author> schema:Article http://my.com/people/32 <pub_date>March 20, 2016</pub_date> Support for <version>2</version>