Word Embeddings for Wine Recommender Systems Using Vocabularies of Experts and Consumers
作者: Christophe CruzCyril VanLaurent Gautier
刊名: Open Journal of Web Technologies, 2018, Vol.5 (1), pp.23-30
来源数据库: RonPub UG
原始语种摘要: This vision paper proposes an approach to use the most advanced word embeddings techniques to bridge the gap between the discourses of experts and non-experts and more specifically the terminologies used by the twocommunities. Word embeddings makes it possible to find equivalent terms between experts and non-experts, byapproach the similarity between words or by revealing hidden semantic relations. Thus, these controlledvocabularies with these new semantic enrichments are exploited in a hybrid recommendation system incorporating content-based ontology and keyword-based ontology to obtain relevant wines recommendations regardless of the level of expertise of the end user. The major aim is to find a non-expert vocabulary from semantic rules to enrich the knowledge of the ontology and...
全文获取路径: RonPub UG出版社 
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关键词翻译
关键词翻译
  • semantic 语义上的
  • word 
  • indexing 分度
  • ontology 本体论
  • recommendation 建议
  • vision 视力
  • items 贵重物品
  • bridge 电桥
  • expert 能手
  • similarity 相似性