Recmnd at TISEE

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Recmnd at TISEE

  1. 1. A product of<br />Phone: +359 89 9181044<br />Email: hello@neuralbrothers.com<br />Website: www.neuralbrothers.com<br />
  2. 2. www.recmnd.com<br />The Problem<br />Information Overload<br />Internet & rapid IT development <br />Filter Failure<br />Filtering<br />We’re always dealing (and always have been <br />dealing) with information overload.<br />The Internet is full of web pages that contain <br />redundant and inconsistent information.<br />Everyone is already filtering almost <br />everything.<br />If you're spending more time trying to <br />"keep up" with your daily dose of information, <br />then it's obvious that your filters aren't <br />working.<br />A product of<br />Phone: +359 89 9181044<br />Email: hello@neuralbrothers.com<br />Website: www.neuralbrothers.com<br />
  3. 3. www.recmnd.com<br />Current Solutions<br />Manual Recommendations<br />Tag Based Recommendations<br />Semantic Based<br />Inaccurate<br />Overly general<br />Require human input<br />Static<br /><ul><li>Slow
  4. 4. Expensive
  5. 5. Not consistent</li></ul>Limited knowledgebase leads to inaccuracy<br />Limited applicability<br />No language tolerance without extensive <br />preparation<br />A product of<br />Phone: +359 89 9181044<br />Email: hello@neuralbrothers.com<br />Website: www.neuralbrothers.com<br />
  6. 6. www.recmnd.com<br />Current Solutions<br />Other Recommendation services<br /><ul><li>Relevance based</li></ul>- inaccurate and sensitive to variations <br /> algorithms <br /> - no control over the recommendations pool <br /> - semantics used to patch the lack of accuracy<br />in the core algorithms<br /><ul><li>Popularity based, collective profile based</li></ul> - require historical data and user tracking<br />- lack of clear emphasis on the actual content<br /> - no direct message to the reader<br /> - weak relevance algorithms leading to more or <br /> less random results at the services <br /> recommendations<br />A product of<br />Phone: +359 89 9181044<br />Email: hello@neuralbrothers.com<br />Website: www.neuralbrothers.com<br />
  7. 7. www.recmnd.com<br />Our Solutions<br />Recmnd<br /><ul><li>Simple recommendations API
  8. 8. Widget based access to the recommendations
  9. 9. Complete control over the entire </li></ul>recommendations pool<br /><ul><li>Superior results to the currently known information </li></ul> retrieval methods: tfidf, okapi bm25, bm25f, etc.<br /><ul><li>No unwanted content syndication
  10. 10. Language, format, and theme tolerance
  11. 11. Multiple time filters
  12. 12. Open for experiments (online shops, business intranet </li></ul> document classification, dynamic document <br /> categorization…)<br /><ul><li>Deptof analysis control</li></ul>A product of<br />Phone: +359 89 9181044<br />Email: hello@neuralbrothers.com<br />Website: www.neuralbrothers.com<br />
  13. 13. www.recmnd.com<br />Thank you!<br />A product of<br />Phone: +359 89 9181044<br />Email: hello@neuralbrothers.com<br />Website: www.neuralbrothers.com<br />

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