Владелец Алина Число скачиваний: 275
Усталов Дмитрий Алексеевич
The phenomenon of crowdsourcing is often called artificial artificial intelligencedue to the possibility of emulating the computation systems’ performance withhuman workers. Such a mechanistic approach is applied in Crowdforge that representshuman-computed MapReduce , by the CrowdDB extending the SQLsyntax with the keyword CROWD that submits the corresponding tasks to a crowdsourcingplatform , by the human-assisted data analysis system CDAS , etc.Nevertheless, online crowdsourcing is a quite complex system that still has manyunexploited opportunities .Since modern natural language processing methods require many statisticaldata to train a model, it is becoming much more difficult to process Russian,a resource-poor language . Hence, it is reasonable to apply crowdsourcing forfacilitating the language resources.However, many researchers agree that one of the most challenging problemsin crowdsourcing is the cold start problem . The cold start problem may beaddressed by estimating parameters using information from the task domain.The present study is dedicated to this problem and is focused on a quite simplehuman computation task—semantic similarity assessment.