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FindiLike Hotel Search
www.findilike.com
What is FindiLike Hotel Search?
 A novel search engine: Finds & ranks entities by user
preferences
 Structured preferenc...
FindiLike Hotel search vs. Product Search?
Query
Topic keywords
“dell laptop”
Set of preferences
price, distance, opinions...
How does FindiLike rank entities?
“clean”, “safe” $30-$60, Within 5 miles of..
Structured prefsOpinion prefs
Query
Review ...
FindiLike Hotel Search Features
 Search for hotels based on Opinions, Distance, Price
 Analyze hotels
 Review summaries...
Finding “clean” hotels in Los Angeles close to
“Universal Studios”
price prefopinion prefs
location desired opinions
distance pref
results
Finding “clean” hotels in Los Angeles close to
“Un...
selected distance “5 miles from universal…”
preferred opinion “clean hotel”
preferred city “los angeles”
matching hotels
F...
Finding “clean” hotels in Los Angeles close to
“Universal Studios” - Results (List View)
Finding “clean” hotels in Los Angeles close to
“Universal Studios” - Results (Map View)
Finding “clean” hotels in Los Angeles close to
“Universal Studios” - Results (List View)
Results are ranked based on how w...
Finding “clean” hotels in Los Angeles close to
“Universal Studios” - Results (List View)
YourMatch: Score of how well
pref...
Finding “clean” hotels in Los Angeles close to
“Universal Studios” - Results (List View)
Fine Grained Match Info
Summary
S...
Finding “clean” hotels in Los Angeles close to
“Universal Studios” - Results (List View)
Scoring: How well this hotel rank...
Finding “clean” hotels in Los Angeles close to
“Universal Studios” - Results (List View)
Rank 1
Opinion score: 4
Distance ...
Finding “clean” hotels in Los Angeles close to
“Universal Studios” - Analysis Tools
What’s Buzzing:
Tag cloud of reviews
P...
Finding “clean” hotels in Los Angeles close to
“Universal Studios” - Analysis Tools
Tag clouds
weighted by frequency
Relat...
Finding “clean” hotels in Los Angeles close to
“Universal Studios” - Analysis Tools
Opinion summaries
readable, well-forme...
Finding “clean” hotels in Los Angeles close to
“Universal Studios” - Analysis Tools
Browse reviews related to
“parking”
Thank you!
Contact:
Kavita Ganesan
Email: kganes@findilike.com
Personal web: kavita-ganesan.com
Partnership requests/licen...
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FindiLike Product Demo

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This is a brief introduction to the FindiLike system.

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Transcript of "FindiLike Product Demo"

  1. 1. FindiLike Hotel Search www.findilike.com
  2. 2. What is FindiLike Hotel Search?  A novel search engine: Finds & ranks entities by user preferences  Structured preferences  Unstructured opinion preferences E.g. Hotel search  Structured: price [$0-$100], distance [5 miles from campus]  Unstructured: “friendly service”, “clean”, “good views”  Beyond search: Support for analysis of entities  Opinion summaries  Tag cloud visualization  Browse review space
  3. 3. FindiLike Hotel search vs. Product Search? Query Topic keywords “dell laptop” Set of preferences price, distance, opinions… Ranking Keyword match Mixed ranking strategy Based on preferences Analysis Limited/No tools Opinion analysis tools Tag cloud, summaries Filters Filter by common attributes Preferences act as filters findilikeProduct Search
  4. 4. How does FindiLike rank entities? “clean”, “safe” $30-$60, Within 5 miles of.. Structured prefsOpinion prefs Query Review Browsing Review Tag Clouds Opinion Summaries Results Opinion Tools Combined Entity Scoring Results Summarization Query Parsing Opinon Expansion Entity Scoring Entity Scoring Opinion Repository Structured Data Query Parsing Ranking Engine Opinion Matching Structured Matching
  5. 5. FindiLike Hotel Search Features  Search for hotels based on Opinions, Distance, Price  Analyze hotels  Review summaries  Tag cloud visualization of reviews  Browse review space  Book hotels from known providers  Hotels.com  Hotelscombined.com  Access to more information about hotels  Hotels.com  Google Places
  6. 6. Finding “clean” hotels in Los Angeles close to “Universal Studios”
  7. 7. price prefopinion prefs location desired opinions distance pref results Finding “clean” hotels in Los Angeles close to “Universal Studios” - Interface
  8. 8. selected distance “5 miles from universal…” preferred opinion “clean hotel” preferred city “los angeles” matching hotels Finding “clean” hotels in Los Angeles close to “Universal Studios” - Interface
  9. 9. Finding “clean” hotels in Los Angeles close to “Universal Studios” - Results (List View)
  10. 10. Finding “clean” hotels in Los Angeles close to “Universal Studios” - Results (Map View)
  11. 11. Finding “clean” hotels in Los Angeles close to “Universal Studios” - Results (List View) Results are ranked based on how well the preferences are matched
  12. 12. Finding “clean” hotels in Los Angeles close to “Universal Studios” - Results (List View) YourMatch: Score of how well preferences are matched [1-5] 2nd Best Match Best Match
  13. 13. Finding “clean” hotels in Los Angeles close to “Universal Studios” - Results (List View) Fine Grained Match Info Summary Summary
  14. 14. Finding “clean” hotels in Los Angeles close to “Universal Studios” - Results (List View) Scoring: How well this hotel ranks in relation to other hotels in Los Angeles with respect to “clean hotel” Scoring: Is this hotel within the selected distance limit?
  15. 15. Finding “clean” hotels in Los Angeles close to “Universal Studios” - Results (List View) Rank 1 Opinion score: 4 Distance score: 5 Rank 2 Opinion score: 4 Distance score: 4 (exceeds selected distance by 1 mile)
  16. 16. Finding “clean” hotels in Los Angeles close to “Universal Studios” - Analysis Tools What’s Buzzing: Tag cloud of reviews People Think: Opinion Summaries Click on selected opinions: Browse review space
  17. 17. Finding “clean” hotels in Los Angeles close to “Universal Studios” - Analysis Tools Tag clouds weighted by frequency Related snippets (“convenient location”)
  18. 18. Finding “clean” hotels in Los Angeles close to “Universal Studios” - Analysis Tools Opinion summaries readable, well-formed Related snippets
  19. 19. Finding “clean” hotels in Los Angeles close to “Universal Studios” - Analysis Tools Browse reviews related to “parking”
  20. 20. Thank you! Contact: Kavita Ganesan Email: kganes@findilike.com Personal web: kavita-ganesan.com Partnership requests/licensing: info@findilike.com www.findilike.com Relevant Publications:  Ganesan, Kavita A., and Zhai ChengXiang , Opinion-Based Entity Ranking, Information Retrieval, Volume 15, Issue 2, (2012)  Ganesan, Kavita A., Zhai ChengXiang, and Han Jiawei , Opinosis: A Graph Based Approach to Abstractive Summarization of Highly Redundant Opinions , Proceedings of the 23rd International Conference on Computational Linguistics (COLING '10), (2010)  Ganesan, Kavita A., Zhai ChengXiang, and Viegas Evelyne , Micropinion Generation: An Unsupervised Approach to Generating Ultra-Concise Summaries of Opinions, Proceedings of the 21st International Conference on World Wide Web 2012 (WWW '12), (2012)
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