0000000000850692

AUTHOR

Mohamed Abdel Maksoud

showing 2 related works from this author

Finding Tours for a Set of Interests

2018

This paper addresses a novel tour discovery problem in the domain of travel search. We create a ranking of tours for a set of travel interests, where a tour is a group of city documents and a travel interest is a query. While generating and ranking tours, it is aimed that each interest (from the interest set) is satisfied by at least one city in a tour and the distance traveled to cover the tour is not too large. Firstly, we generate tours for the interest set, by utilizing the available ranking of cities for the individual interests and the distances between the cities. Then, in absence of existing methods directly related to our problem, we devise our novel techniques to calculate ranking…

Set (abstract data type)Information retrievalComputer sciencebusiness.industryWeb applicationbusinessRanking (information retrieval)Domain (software engineering)Companion of the The Web Conference 2018 on The Web Conference 2018 - WWW '18
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CitySearcher: A City Search Engine For Interests

2017

We introduce CitySearcher, a vertical search engine that searches for cities when queried for an interest. Generally in search engines, utilization of semantics between words is favorable for performance improvement. Even though ambiguous query words have multiple semantic meanings, search engines can return diversified results to satisfy different users' information needs. But for CitySearcher, mismatched semantic relationships can lead to extremely unsatisfactory results. For example, the city Sale would incorrectly rank high for the interest shopping because of semantic interpretations of the words. Thus in our system, the main challenge is to eliminate the mismatched semantic relationsh…

Feature engineeringWord embeddingkaupungitComputer scienceInformation needs02 engineering and technologysemanttinen webSemanticscomputer.software_genresearch enginesSearch enginesemantic web020204 information systems0202 electrical engineering electronic engineering information engineeringhakuohjelmatWord2vectowns and citiesta113Information retrievalbusiness.industryRank (computer programming)Semantic searchsuosittelujärjestelmätVertical search020201 artificial intelligence & image processingLearning to rankArtificial intelligencerecommender systemsbusinesscomputerNatural language processing
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