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Get the                                 Feeling!

 Supporting Users in Finding Relevant Sources
      of Linked Open Data at Web-Scale


Thomas Gottron, Ansgar Scherp, Bastian Krayer, Arne Peters
System Support for Searchers
System involvement
 automatic                        Hold for later
 execution


monitor and           (skip)
recommend
                                                                      Hold for
                                                                       later
execute on                           Area of recommended
command                                  development
                   Operational
                    Systems
  display            (then)
  options


   none                               Pure user activity


                                                                                 User activity



Bates, M.J.: Where should the person stop and the information search interface start?
Information Processing and Management 26(5), 575–591 (1990)
 Get the Google Feeling                Thomas Gottron                               BTC 2012 2
System Support Helps: Query Specific Snippets




                          Recall                         Precision




                         Speed                          Satisfaction



Tombros, A., Sanderson, M.: Advantages of query biased summaries in information retrieval.
SIGIR’98. pp. 2–10 (1998)
Get the Google Feeling                 Thomas Gottron                             BTC 2012 3
System Support Helps: Query Suggestions




                                          of all queries were chosen from suggestions




    Find entry point                  Think out of the box            Identify new query terms


Kelly, D., et al. Effects of popularity and quality on the usage of query suggestions during
information search. CHI '10, p 45-54, (2010)
Get the Google Feeling                   Thomas Gottron                                 BTC 2012 4
Get the Google Feeling   Thomas Gottron   BTC 2012 5
Did you mean?



 Result Set Size




Ranked Retrieval



Result Snippets




Related Queries
Schema-based Index Design




Get the Google Feeling   Thomas Gottron   BTC 2012 7
„Under the hood“

SPARQL                   Generalize      Select




                                         Count

   Query              Retrieve
                                          Rank
translation          Datasources

                                       Snippets


            • 1 query for result set and result set size
            • N queries for ranking data and snippets
                 Specify      Select

            • 2 queries per related query

Get the Google Feeling                Thomas Gottron   BTC 2012 8
Stats

                          Use of the complete BTC 2012 dataset
                          Index size
                             133M schema triples
                             224M payload triples

                          Commodity hardware
                             Data processing
                             LODation service provision



                          Index construction (15h) and optimization (5h)
                          Response time: < 1s on a single CPU machine



Get the Google Feeling                 Thomas Gottron              BTC 2012 9
Get the                Feeling!



          Thank you!

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Get the Google Feeling! Supporting Users in Finding Relevant Sources

  • 1. Get the Feeling! Supporting Users in Finding Relevant Sources of Linked Open Data at Web-Scale Thomas Gottron, Ansgar Scherp, Bastian Krayer, Arne Peters
  • 2. System Support for Searchers System involvement automatic Hold for later execution monitor and (skip) recommend Hold for later execute on Area of recommended command development Operational Systems display (then) options none Pure user activity User activity Bates, M.J.: Where should the person stop and the information search interface start? Information Processing and Management 26(5), 575–591 (1990) Get the Google Feeling Thomas Gottron BTC 2012 2
  • 3. System Support Helps: Query Specific Snippets Recall Precision Speed Satisfaction Tombros, A., Sanderson, M.: Advantages of query biased summaries in information retrieval. SIGIR’98. pp. 2–10 (1998) Get the Google Feeling Thomas Gottron BTC 2012 3
  • 4. System Support Helps: Query Suggestions of all queries were chosen from suggestions Find entry point Think out of the box Identify new query terms Kelly, D., et al. Effects of popularity and quality on the usage of query suggestions during information search. CHI '10, p 45-54, (2010) Get the Google Feeling Thomas Gottron BTC 2012 4
  • 5. Get the Google Feeling Thomas Gottron BTC 2012 5
  • 6. Did you mean? Result Set Size Ranked Retrieval Result Snippets Related Queries
  • 7. Schema-based Index Design Get the Google Feeling Thomas Gottron BTC 2012 7
  • 8. „Under the hood“ SPARQL Generalize Select Count Query Retrieve Rank translation Datasources Snippets • 1 query for result set and result set size • N queries for ranking data and snippets Specify Select • 2 queries per related query Get the Google Feeling Thomas Gottron BTC 2012 8
  • 9. Stats  Use of the complete BTC 2012 dataset  Index size  133M schema triples  224M payload triples  Commodity hardware  Data processing  LODation service provision  Index construction (15h) and optimization (5h)  Response time: < 1s on a single CPU machine Get the Google Feeling Thomas Gottron BTC 2012 9
  • 10. Get the Feeling! Thank you!