Download - Exhibition recommendation using British Museum data and Event Registry - ESWC SSchool 14 - Student project

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Page 1: Exhibition recommendation using British Museum data and Event Registry - ESWC SSchool 14 - Student project

Exhibition recommendationusing

British Museum data and

Event Registry

Page 2: Exhibition recommendation using British Museum data and Event Registry - ESWC SSchool 14 - Student project

Introduction

• Group 1: Ninja Turtles• Kahina SEMAR-BITAH• Mohamed BEN ELLEFI• Aljaz KOSMERLJ• Peter CLARKE

• Tutors• Barry NORTON• José María GARCÍA•

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Problem Definition

• Exhibition data (time, date etc.) is stored in natural text in web pages and currently not stored as Linked Data.

• Why is this an issue?

• What could we do with this information in RDF format?

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User workflow

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Technology stack

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British Museum schema

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RETRIEVING BRITISH MUSEUM DATA

• Example SPARQL query used to retrieve labels that will map to Dbpedia concept:

• In this case, British Museum prefLabels correspond to DBpedia concepts with high accuracy.

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http://eventregistry.org/json/event?action=getEvents&conceptUri=http://en.wikipedia.org/wiki/Vikings&conceptUri=http://en.wikipedia.org/wiki/Museum&conceptUri=http://en.wikipedia.org/wiki/Art_exhibition&categoryUri=http://www.dmoz.org/Reference/

Museums&sortBy=rel&conceptLang=eng&page=0&count=25&resultType=list

Event Registry Integration

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TitleLocatio

n

Description

Time???

Event Registry Integration

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eventregistry.org/json/event?action=getEvent&eventUri=443353&resultType=dateMentionAggr

{"dateMentionAggr":[{"date":"2001-09-11", "count":1.000000}, {"date":"2014-03-05", "count":5.000000}, {"date":"2014-02-27", "count":1.000000}, {"date":"2014-

06-22", "count":1.000000}]}

Filter out according to

some predefined time window

2014-02-27 2014-06-22

MIN

MAX

Event Registry Integration

Exhibition Duration

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Application PROTOTYPE

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lESSONS LEARNED

• Important to use URIs rather than text for presenting content (DBpedia URI vs “China exhibition”)

• In order to be more useful we would need to scrape prefLabels from a number of instances.

• Time durations are inaccurate.

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ASSUMPTIONS

• Assumes a very, very general search over the British Museum data.

• Assumes a method of aggregating potentially large number of EventRegistry results of a unreliable quality.

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Future Work

• Integrate databases from a broader range of museums, i.e. worldwide.

• Extend functionality by creating user profiles, e.g. student studying Egyptian Civilization.

• More accurate time period ranges.

• Utilize tools such as SILK or LIMES for interlinking of museum concepts with DBpedia concepts.

• Create more robust and feature-rich interface.

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THANK YOU!

EventRegistry

DBpedia

SPARQL