Conference Program

Workshop
The 4th International Workshop on Semantics-Powered Data Mining and Analytics (SEPDA 2019)

Workshop
BlockSW 2019: Blockchain enabled Semantic Web Workshop

Workshop
10th Workshop on Ontology Design and Patterns (WOP) 2019

Workshop
3rd Workshop on Semantic Web solutions for large-scale biomedical data analytics (SeWeBMeDA-19)

Workshop
Second International Workshop on Contextualized Knowledge Graphs (CKG 2019)

Workshop
7th International Workshop on Semantic Statistics (SemStats 2019)

Tutorial
An Introduction to GraphQL

Tutorial
Linked Data: Querying, Reasoning, and Benchmarking

Tutorial
Semantic Web and Provenance for Scientific Reproducibility (SPSR)

Coffee Break

Workshop
BlockSW 2019: Blockchain enabled Semantic Web Workshop

Workshop
10th Workshop on Ontology Design and Patterns (WOP) 2019

Workshop
3rd Workshop on Semantic Web solutions for large-scale biomedical data analytics (SeWeBMeDA-19)

Workshop
Second International Workshop on Contextualized Knowledge Graphs (CKG 2019)

Workshop
7th International Workshop on Semantic Statistics (SemStats 2019)

Tutorial
An Introduction to GraphQL

Tutorial
Semantic Web and Provenance for Scientific Reproducibility (SPSR)

Lunch

Lunch with reserved tables for Doctoral Consortium

Workshop
The 4th International Workshop on Semantics-Powered Data Mining and Analytics (SEPDA 2019)

Workshop
10th Workshop on Ontology Design and Patterns (WOP) 2019

Workshop
3rd Workshop on Semantic Web solutions for large-scale biomedical data analytics (SeWeBMeDA-19)

Workshop
Second International Workshop on Contextualized Knowledge Graphs (CKG 2019)

Workshop
7th International Workshop on Semantic Statistics (SemStats 2019)

Workshop
PROFILES 2019, The 6th International Workshop on Dataset PROFlLing and Search

Workshop
SEMEX2019: 1st Workshop on Semantic Explainability

Tutorial
Linked Data: Querying, Reasoning, and Benchmarking

Tutorial
Knowledge Graphs: How did we get here? A Half Day Tutorial on the History of Knowledge Graph’s Main Ideas

Coffee Break

Workshop
The 4th International Workshop on Semantics-Powered Data Mining and Analytics (SEPDA 2019)

Workshop
10th Workshop on Ontology Design and Patterns (WOP) 2019

Workshop
3rd Workshop on Semantic Web solutions for large-scale biomedical data analytics (SeWeBMeDA-19)

Workshop
Second International Workshop on Contextualized Knowledge Graphs (CKG 2019)

Workshop
7th International Workshop on Semantic Statistics (SemStats 2019)

Workshop
PROFILES 2019, The 6th International Workshop on Dataset PROFlLing and Search

Workshop
SEMEX2019: 1st Workshop on Semantic Explainability

Tutorial
Linked Data: Querying, Reasoning, and Benchmarking

Tutorial
Knowledge Graphs: How did we get here? A Half Day Tutorial on the History of Knowledge Graph’s Main Ideas

SWSA Meeting and Dinner

Opening

Keynote: Semantics: the business technology disruptor of the future – Dougal Watt

Chair: Gill Dobbie

Minute Madness (1/2)

Coffee Break

Session 1A : Knowledge Graph Embeddings

Chair: Kerry Taylor

Session 1B: Interpretable Search & Recommendation

Chair: Cassia Trojahn

Research
How to make latent factors interpretable by feeding Factorization machines with knowledge graphs Spotlight
Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Azzurra Ragone and Joseph Trotta.

Research
A Framework for Evaluating Snippet Generation for Dataset Search Reproduced
Xiaxia Wang, Jinchi Chen, Shuxin Li, Gong Cheng, Jeff Z. Pan, Evgeny Kharlamov, Yuzhong Qu

Research
Summarizing News Articles using Question-and-Answer Pairs via Learning
Xuezhi Wang and Cong Yu.

Session 1C: Veracity

Chair: Ghislain Auguste Atemezing

Research
Unsupervised Discovery of Corroborative Paths for Fact Validation
Zafar Habeeb Syed, Michael Röder and Axel-Cyrille Ngonga Ngomo.

Resources
ClaimsKG: A Knowledge Graph of Fact-Checked Claims
Andon Tchechmedjiev, Pavlos Fafalios, Katarina Boland, Malo Gasquet, Matthäus Zloch, Benjamin Zapilko, Stefan Dietze, and Konstantin Todorov

Research
Truthful Mechanisms for Multi Agent Self-Interested Correspondence Selection
Nan Zhi, Piotr Krysta, Terry Payne and Minming Li.

Industry: Knowledge Graph building

Chair: Petar Ristoski, IBM Research

Industry
Semantic Technologies for the Production and Publication of Open Data in ACI – Automobile Club d’Italia
Valerio Santarelli, Domenico Lembo, Marco Ruzzi, Giacomo Ronconi, Paolo Bouquet, Andrea Molinari, Flavio Pompermaier, Daniela Caltabiano, Emanuela Catoni, Antonio Fabrizi, Mauro Minenna, Mario Punchina and Federico Scafoglieri

Industry
Hybrid Enterprise Knowledge Graphs
Peter Haase

Industry
Towards the Bosch Materials Science Knowledge Base
Annemarie Friedrich, Trung-Kien Tran, Dragan Milchevski, Federico Tomazic, Anika Marusczyk, Heike Adel, Daria Stepanova, Jannik Stroetgen, Felix Hildebrand and Evgeny Kharlamov

Industry
Designing and Building Your Hybrid Data Cloud
Juan F. Sequeda, Bryon Jacob and Dave Griffith

Lunch

Lunch – JWS editorial board meeting 

Session 2A : Integration and Fusion

Chair: Fiona McNeill

Journal
KnowMore – Knowledge Base Augmentation with Structured Web Markup
Ran Yu, Ujwal Gadiraju, Besnik Fetahu, Oliver Lehmberg, Dominique Ritze and Stefan Dietze

Resources
Squerall: Virtual Ontology-Based Access to Heterogeneous and Large Data Sources
Mohamed Nadjib Mami, Damien Graux, Simon Scerri, Hajira Jabeen, Sören Auer and Jens Lehmann

In-Use
A Pay-as-you-go Methodology to Design and Build Enterprise Knowledge Graphs from Relational Databases Spotlight
Juan F. Sequeda, Willard Briggs, Daniel Miranker and Wayne Heideman

Session 2B : Data Quality (1)

Chair: Gianluca Demartini

Resources
List.MID: A MIDI-Based Benchmark for Evaluating RDF Lists
Albert Meroño-Peñuela and Enrico Daga

Research
Knowledge Graph Consolidation by Unifying Synonymous Relationships
Jan-Christoph Kalo, Philipp Ehler and Wolf-Tilo Balke.

In-Use
An Assessment of Adoption and Quality of Linked Data in European Open Government Data
Luis-Daniel Ibáñez, Ian Millard, Hugh Glaser and Elena Simperl

Session 2C : Textual Data

Chair: Jacopo Urbani

Journal
Semantic Web for Machine Translation: Challenges and Directions
Diego Moussallem, Matthias Wauer and Axel-Cyrille Ngonga Ngomo

Research
Canonicalizing Knowledge Base Literals
Jiaoyan Chen, Ernesto Jimenez-Ruiz and Ian Horrocks.

Research
Incorporating Literals into Knowledge Graph Embeddings  Reproduced
Agustinus Kristiadi, Mohammad Asif Khan, Denis Lukovnikov, Jens Lehmann and Asja Fischer.

Industry: Question Answering and Search

Chair: Vanessa Lopez, IBM Research

Industry
Using a Knowledge Graph of Scenes to Enable Search of Autonomous DrivingData Spotlight
Cory Henson, Stefan Schmid, Anh Tuan Tran and Antonios Karatzoglou

Industry
Using Event Graph to Improve Question Answering in E-commerce Customer Service Spotlight
Feng-Lin Li, Kehan Chen, Yan Wan, Weijia Chen, Qi Huang and Yikun Guo

Industry
Federated search experiences in DISQOVER
Kenny Knecht, Paul Vauterin and Hans Constandt

Industry
Querying Enterprise Knowledge Graph With Natural Language
Junyi Chai, Yonggang Deng, Maochen Guan, Yujie He, Bing Li and Rui Yan

Coffee Break

Session 3A : Deep Learning

Chair: Jeff Z. Pan

Research
Product Classification Using Microdata Annotations
Ziqi Zhang and Monica Paramita.

Research
Difficulty-controllable Multi-hop Question Generation From Knowledge Graphs
Vishwajeet Kumar, Yuncheng Hua, Guilin Qi, Ganesh Ramakrishnan, Lianli Gao and Yuan-Fang Li.

Journal
Deep learning for noise-tolerant RDFS reasoning
Bassem Makni and James Hendler

Session 3B : Data Quality (2)

Chair: Anastasia Dimou

Resources
A Scalable Framework for Quality Assessment of RDF Datasets
Gezim Sejdiu, Anisa Rula, Jens Lehmann and Hajira Jabeen

Research
Mining Significant Maximum Cardinalities in Knowledge Bases
Arnaud Giacometti, Beatrice Markhoff and Arnaud Soulet.

In-Use Improving Editorial Workflow and Metadata Quality at Springer Nature Spotlight
Angelo Antonio Salatino, Francesco Osborne, Aliaksandr Birukou and Enrico Motta

Session 3C : Distributed Reasoning

Chair: Guilin Qi

Research
Datalog Materialisation in Distributed RDF Stores with Dynamic Data Exchange
Temitope Ajileye, Boris Motik and Ian Horrocks.

Research
Decentralized Reasoning on a Network of Aligned Ontologies with Link Keys
Jérémy Lhez, Chan Le Duc, Thinh Dong and Myriam Lamolle.

Journal
Reasoning and Querying Web-scale Open Data based on DL-LiteA in a Divide-and-Conquer Way
Zhenzhen Gu, Songmao Zhang and Cungen Cao

Industry

PANEL: “Semantic Technologies: a Chat with Industry”

• Peter Haase (Metaphacts)
• Cory Henson (Bosch Research)
• Vanessa Lopez (IBM Research)
• Juan Sequeda (data.world)

Coffee Break

Minute Madness (2/2)

Welcome Reception with Posters and Demos

Keynote: For knowledge – Jérôme Euzenat

Chair: Chiara Ghidini

Panel “How much semantics goes how long a way”

Annika Hinze, Valentina Tamma, James Hendler, Jérôme Euzenat

Coffee Break

 Session 4A : Linked Data (1)

Chair: Ernesto Jimenez-Ruiz

In-Use
Semantically-enabled Optimization of Digital Marketing Campaigns
Vincenzo Cutrona, Flavio De Paoli, Aljaž Košmerlj, Nikolay Nikolov, Matteo Palmonari, Fernando Perales and Dumitru Roman

Resources
SemanGit: A Linked Dataset from git
Dennis Oliver Kubitza, Matthias Böckmann and Damien Graux

Journal
DCAT-AP Representation of Czech National Open Data Catalog and its Impact
Jakub Klímek

Session 4B : Reasoning

Chair: Adila A. Krisnadhi

Research
Absorption-Based Query Answering for Expressive Description Logics Spotlight
Andreas Steigmiller and Birte Glimm

Resources
VLog: A Rule Engine for Knowledge Graphs Spotlight
David Carral, Irina Dragoste, Larry González, Ceriel Jacobs, Markus Krötzsch and Jacopo Urbani

Journal
Evolution of OWL 2 QL Knowledge Bases: From Inexpressibility to Practical Approaches
Dmitriy Zheleznyakov, Evgeny Kharlamov, Werner Nutt and Diego Calvanese

Session 4C : Distributed Querying

Chair: Carlos Buil-Aranda

Resources
Sparklify: A Scalable Software Component for Efficient evaluation of SPARQL queries over distributed RDF datasets
Claus Stadler, Gezim Sejdiu, Damien Graux and Jens Lehmann

Research
Decentralized Indexing over a Network of RDF Peers
Christian Aebeloe, Gabriela Montoya and Katja Hose

Journal
Profiling and Cataloguing the Content of SPARQL Endpoints using SPORTAL
Ali Hasnain, Qaiser Mehmood, Syeda Sana E Zainab and Aidan Hogan

Session 4D : Knowledge Graph building (1)

Chair: Armin Haller

Research
Entity Enabled Relation Linking
Jeff Z. Pan, Mei Zhang, Kuldeep Singh, Frank Van Harmelen, Jinguang Gu and Zhi Zhang

Research
Capturing Semantic and Syntactic Information for Link Prediction in Knowledge Graphs
Changjian Wang, Minghui Yan, Chuanrun Yi and Ying Sha

Resources
Extending the YAGO2 Knowledge Graph with Precise Geospatial Knowledge
Nikolaos Karalis, Georgios Mandilaras and Manolis Koubarakis

Industry: Integration and Fusion

Chair: Freddy Lecue, Accenture

Industry
Towards Semantic Integration of Bosch Manufacturing Data
Anees Mehdi, Evgeny Kharlamov, Daria Stepanova, Felix Loesch and Irlan Grangel Gonzalez

Industry
Towards Integrating Ontologies into Verification for Autonomous Driving
Arut Prakash Kaleeswaran, Arne Nordmann and Anees Ul Mehdi

Industry
The European Data Portal: Scalable Harvesting and Management of Linked Open Data
Fabian Kirstein, Simon Dutkowski, Benjamin Dittwald and Manfred Hauswirth

Industry
Open Services for Lifecycle Collaboration (OSLC) – Extending REST APIs to Connect Data
Axel Reichwein and Fernando Lopez

Lunch

Lunch with reserved tables for Mentoring Lunch

 Town Hall Meeting

Coffee Break

Session 5A : Linked Data (2)

Chair: Jakub Klímek

Research
Observing LOD using Equivalent Set Graphs: it is mostly flat and sparsely linked
Luigi Asprino, Wouter Beek, Paolo Ciancarini, Frank van Harmelen and Valentina Presutti

Resources
BTC-2019:The2019 Billion Triple Challenge Dataset
José-Miguel Herrera, Aidan Hogan and Tobias Käfer

Journal
On Modeling Linked Open Statistical Data
Evangelos Kalampokis, Dimitris Zeginis and Konstantinos Tarabanis

Session 5B : SHACL & Validation

Chair: Juan Sequeda

Research
Validating SHACL constraints over a SPARQL endpoint Spotlight
Julien Corman, Fernando Florenzano, Juan L. Reutter and Ognjen Savkovic

Research
SHACL Constraints with Inference Rules Reproduced
Paolo Pareti, George Konstantinidis, Timothy J. Norman, Murat Şensoy

Research
Type Checking Program Code using SHACL
Martin Leinberger, Philipp Seifer, Claudia Schon, Ralf Lämmel and Steffen Staab

 Session 5C : Ontology design

Chair: Eva Blomqvist

Research
Detecting Influences of Ontology Design Patterns in Biomedical Ontologies
Christian Kindermann, Bijan Parsia and Uli Sattler

Research
Uncovering the Semantics of Wikipedia Categories Reproduced
Nicolas Heist and Heiko Paulheim

In-Use
Use of OWL and Semantic Web Technologies at Pinterest Spotlight
Rafael S Gonçalves, Matthew Horridge, Rui Li, Yu Liu, Mark Musen, Csongor I Nyulas, Evelyn Obamos, Dhananjay Shrouty and David Temple

Session 5D : Knowledge Graph building (2)

Chair: Konstantin Todorov

Research
Non-Parametric Class Completeness Estimators for Collaborative Knowledge Graphs
Michael Luggen, Djellel Difallah, Cristina Sarasua, Gianluca Demartini and Philippe Cudre-Mauroux

Resources
The SEPSES knowledge graph: An integrated resource for cybersecurity Spotlight
Elmar Kiesling, Andreas Ekelhart, Kabul Kurniawan and Fajar Ekaputra

Research
THOTH: Neural Translation and Enrichment of Knowledge Bases
Diego Moussallem, Tommaso Soru and Axel-Cyrille Ngonga Ngomo

Industry
On the Use of Cloud and Semantic Web Technologies for Generative Design
Daniel Mercier and Ali Hashemi

Industry
Business Driven Insight via a Schema-Centric Data Fabric
Fabric Dougal Watt, Brad Bebee and Michael Schmidt

Industry
Thales XAI Platform: Adaptable Explanation of Machine Learning Systems – A Knowledge Graphs Perspective
Freddy Lecue

Industry
Transactional Guarantees for SPARQL Query Execution with Amazon Neptune
Neptune Brad Bebee, Ankesh Khandelwal, Sainath Mallidi, Bruce McGaughy, Simone Rondelli, Michael Schmidt and Bryan Thompson

Coffee Break

Session 6A : Ontologies & Integration

Chair: Satya Sahoo

Research
Bag Semantics of DL-Lite with Functionality Axioms
Gianluca Cima, Charalampos Nikolaou, Egor V. Kostylev, Mark Kaminski, Bernardo Cuenca Grau and Ian Horrocks.

Research
Optimizing Horn-SHIQ Reasoning for OBDA
Labinot Bajraktari, Magdalena Ortiz and Guohui Xiao.

Journal
Link key candidate extraction with relational concept analysis
Manuel Atencia, Jérôme David, Jérôme Euzenat, Amedeo Napoli and Jérémy Vizzini

Session 6B : SPARQL

Chair: Ruben Taelman

Research
A Worst-Case Optimal Join Algorithm for SPARQL
Aidan Hogan, Cristian Riveros, Carlos Rojas and Adrián Soto

In-Use
Easy Web API Development with SPARQL Transformer
Pasquale Lisena, Albert Meroño-Peñuela, Tobias Kuhn and Raphaël Troncy

Research
RDF Explorer: A Visual SPARQL Query Builder Spotlight
Hernan Vargas, Carlos Buil Aranda, Aidan Hogan and Claudia López

Session 6C : Domain Ontologies

Chair: Francesco Osborne

Resources
CoCoOn: Cloud Computing Ontology for IaaS Price and Performance Comparison Spotlight
Qian Zhang, Armin Haller and Qing Wang

Resources
The RealEstateCore Ontology
Karl Hammar, Erik Oskar Wallin, Per Karlberg and David Hälleberg

Journal
The Semantic Sensor Network Ontology, Revamped
Kerry Taylor, Armin Haller, Maxime Lefrancois, Simon Cox, Krzysztof Janowicz, Raul Garci-A-Castro,Danh LePhuoc, Josh Lieberman, Rob Atkinson and Claus Stadler

Session 6D : Knowledge Graph building (2)

Chair: Jim McCusker

Journal
Knowledge Graph Fact Prediction via Knowledge-Enriched Tensor Factorization
Ankur Padia, Konstantinos Kalpakis, Francis Ferraro and Tim Finin

Resources
ArCo: the Italian Cultural Heritage Knowledge Graph Spotlight
Valentina Anita Carriero, Aldo Gangemi, Maria Letizia Mancinelli, Ludovica Marinucci, Andrea Giovanni Nuzzolese, Valentina Presutti and Chiara Veninata

Research
Ontology Completion Using Graph Convolutional Networks Spotlight
Na Li, Zied Bouraoui and Steven Schockaert

Outrageous Ideas

Chair: Abraham Bernstein

Outrageous
Datasets First! A Bottom-up Data Linking Paradigm
Konstantin Todorov

Outrageous
Co-LOD: Continuous Space Linked Open Data
Mayank Kejriwal and Pedro Szekely

Outrageous
Panel Session “How to make Semantic Web Research Outrageous?”

Gala Dinner

Keynote: Extracting Knowledge from the Data Deluge to Reveal the Mysteries of the Universe – Melanie Johnston-Hollitt

Chair: Olaf Hartig

Coffee Break

Session 7A : Knowledge graph querying

Chair: Aidan Hogan

Research
Query-Based Entity Comparison in Knowledge Graphs Revisited
Alina Petrova, Egor V. Kostylev, Bernardo Cuenca Grau and Ian Horrocks

Research
Skyline Queries over Knowledge Graphs Reproduced
Ilkcan Keles and Katja Hose

Research
Using a KG-Copy Network for Non-Goal Oriented Dialogues Reproduced
Debanjan Chaudhuri, Md Rashad Al Hasan Rony, Simon Kwoczek and Jens Lehmann

Session 7B : Information Extraction

Chair: Raghava Mutharaju

Resources
DBpedia FlexiFusion – Best of Wikipedia > Wikidata > Your Data
Johannes Frey, Marvin Hofer, Daniel Obraczka, Jens Lehmann and Sebastian Hellmann

In-Use
Personalized Knowledge Graphs for the Pharmaceutical Domain
Anna Lisa Gentile, Daniel Gruhl, Petar Ristoski and Steve Welch

Research
Extracting Novel Facts from Tables for Knowledge Graph Completion
Benno Kruit, Peter Boncz and Jacopo Urbani

Session 7C : Question Answering (1)

Chair: Wei Hu

Research
Learning to Rank Query Graphs for Complex Question Answering over Knowledge Graphs
Gaurav Maheshwari, Priyansh Trivedi, Denis Lukovnikov, Nilesh Chakraborty, Asja Fischer and Jens Lehmann

Research
Pretrained Transformers for Simple Question Answering
Denis Lukovnikov, Asja Fischer and Jens Lehmann

Resources
QaldGen: Towards Microbenchmarking of Question Answering Systems Over Knowledge Graphs Spotlight
Kuldeep Singh, Muhammad Saleem, Abhishek Nadgeri, Felix Conrads, Jeff Z. Pan, Axel-Cyrille Ngonga Ngomo and Jens Lehmann

Session 7D : Scientific Knowledge (1)

Chair: Rafael Gonçalves

Resources
Making Study Populations Visible through Knowledge Graphs Spotlight
Shruthi Chari, Miao Qi, Nkcheniyere N. Agu, Oshani Seneviratne, James P. McCusker, Kristin P. Bennett, Amar K. Das and Deborah L. McGuinness

Resources
FoodKG: Semantics-Driven Knowledge Graph for Food Recommendation
Steven Haussmann, Oshani Seneviratne, Yu Chen, Yarden Ne’eman, James Codella, Ching-Hua Chen, Deborah L. McGuinness and Mohammed J. Zaki

In-Use
An End-to-end Semantic Platform For Nutritional Diseases Management
Ivan Donadello and Mauro Dragoni

Challenge
Semantic Web Challenge on Tabular Data to Knowledge Graph Matching
Kavitha Srinivas, Ernesto Jimenez-Ruiz, Oktie Hassanzadeh and Jiaoyan Chen.

Challenge
Challenge overview & announcement of awards.

Challenge
MTab: Matching Tabular Data to Knowledge Graph using Probability Models
Phuc Nguyen, Natthawut Kertkeidkachorn, Ryutaro Ichise and Hideaki Takeda.

Challenge
Entity Linking to Knowledge Graphs to Infer Column Types and Properties (Tabularisi)
Avijit Thawani, Minda Hu, Erdong Hu, Husain Zafar, Naren Teja Divvala, Amandeep Singh, Ehsan Qasemi, Pedro Szekely and Jay Pujara.

Challenge
MantisTable: an automatic approach for the Semantic Table Interpretation (Team_STI)
Marco Cremaschi, Roberto Avogadro, and David Chieregato.

Challenge
DAGOBAH: An End-to-End Context-Free Tabular Data Semantic Annotation System
Yoan Chabot, Thomas Labbe, Jixiong Liu and Raphaël Troncy.

Lunch

Lunch
with reserved tables for Handover lunch

Job Fair

Session 8A : Linked Data Analytics & Dynamics

Chair: Daniele Dell’Aglio

Research
Anytime Large-Scale Analytics of Linked Open Data Reproduced
Arnaud Soulet and Fabian M. Suchanek

Journal
Triple Storage for Random-Access Versioned Querying of RDF Archives
Ruben Taelman, Miel Vander Sande, Joachim Van Herwegen, Erik Mannens and Ruben Verborgh

Research
Popularity-driven Ontology Ranking using Qualitative Features
Niklas Kolbe, Sylvain Kubler and Yves Le Traon

Session 8B : Events

Chair: Raphaël Troncy

Research
HapPenIng: Happen, Predict, Infer — Event Series Completion in a Knowledge Graph
Simon Gottschalk and Elena Demidova

In-Use
VLX-Stories: building an online Event Knowledge Base with Emerging Entity detection
Dèlia Fernández, Elisenda Bou and Xavier Giró-i-Nieto

Resources
SEO: A Scientific Events Data Model
Said Fathalla, Sahar Vahdati, Christoph Lange and Sören Auer

Session 8C : Question Answering (2)

Chair: Philipp Cimiano

Resources
LC-QuAD 2.0: A large dataset for complex question answering over Wikidata and DBpedia
Mohnish Dubey, Debayan Banerjee, Abdelrahman Abdelkawi and Jens Lehmann

Research
Qsearch: Answering Quantity Queries from Text
Vinh Thinh Ho, Yusra Ibrahim, Koninika Pal, Klaus Berberich and Gerhard Weikum

Research
Mapping Factoid Adjective Constraints to Existential Restrictions over Knowledge Bases
Jiwei Ding, Wei Hu, Qixin Xu and Yuzhong Qu

Session 8D : Scientific Knowledge (2)

Chair: Oshani Seneviratne

In-Use
Benefit graph extraction from healthcare policies
Vanessa Lopez, Valentina Rho, Theodora S. Brisimi, Fabrizio Cucci, Morten Kristiansen, John Segrave-Daly, Jillian Scalvini, John Davis and Grace Ferguson

Journal
Finding melanoma drugs through a probabilistic knowledge graph
Jim McCusker, Michel Dumontier, Rui Yan, Sylvia He, Jonathan Dordick and Deborah McGuinness

Resources
The Microsoft Academic Knowledge Graph: A Linked Data Source with 8 Billion Triples of Scholarly Data Spotlight
Michael Färber

Challenge
Challenge description, presentation of results.

Challenge
An Ensemble Model for Fact Validation of Knowledge Graph
Thinh et al.

Challenge
Fact Validation with Knowledge Graph Embeddings
Ammar et al.

Challenge
Handing participation certificate, discussion.

Coffee Break

Award and Closing

Organization Committee Dinner