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tourists can use the tool to evaluate easily and fast the probability of fake reviews for a given hotel. business users (like hotel owners) can use hotfred to acquire fake review detection capabilities or to develop existing ones; this stands in-line with the current research discussion focusing on fake reviews (e.g., [19]). abstract besides manual checks by tourists [5] different automatic approaches can be used to detect fake reviews in online environments. past research showed different approaches on specific samples. first, meta data of the behavior of the reviewer can be used to check the fake probability of reviews [2, 6, 8, 9]. for instance, if the reviewer writes a lot of hotel reviews in a short time period, this might help to identify fake reviews. besides meta data, a fake detection can be carried out for example by investigating the writing style, grammar, spelling etc. [10]. special data sources for training of fake classification models are provided by yelp.de and through research using crowdsourcing approaches to write fake reviews [4, 10]. furthermore, research focuses on the comparison of different textual styles between fake and non-fake classified texts [2, 4, 11]. the specific use of some phrases or special spelling issues can lead to the detection of fake reviews, too. further, there are some online platforms (e.g., reviewmeta.com) providing assistance to identify fake reviews from amazon. however, flexible hotel review-specific approaches applying different approaches with a scientifical base are still missing. thus, the research wants to address this gap by providing a flexible fake detection system based on different adjusted approaches. online reviews the detection of hotel fake reviews is an important topic for research and practice as well. on the one hand, tourists are afraid of taking unfavorable or wrong decisions based on fake reviews. on the other hand, hoteliers are afraid that fake reviews harm their reputation. therefore, the flexible hotfred fake detection system was implemented to cope with the challenges of fake reviews. this approach extends past research (e.g. [2, 4, 9]) in different ways. hotfred is designed as a flexible and open tool which enables review detection through different components and allows a case by case selection of these. therefore, in practice different detection components can be used depending on a use-case specific evaluation. the components can be reached through a defined rest-api, which will be extended and in a currently on-going development project. at the moment, a combined detection approach using a new classified fake detection text model (1) as well as a spell checker (2) is used. in that components, in comparison to other approaches (e.g. [2]), we are using a spell checker focusing on grammar and a classified yelp dataset not only for validation reasons but also to build a good textual classification model upon it. additionally, further analytical components as depicted in fig. 1 are under development. research as well a practice can benefit from presented research. riversweeps online casino appbetting football games online
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