Patent attributes
Provided are methods and systems for efficient matching of suppliers and customers for travel-related and other types of goods and services. These methods and systems are based on an exchange or market concept, in which a computer system performs matching between different parties. Specifically, an exchange system may compare customers' requests with suppliers' content records. In certain embodiments, an exchange system sends notifications of customers' requests to suppliers based on criteria presented by the suppliers. Users' requests and/or vendors' content records may be processed using natural language parser to determine appropriate components for searches and matches. This substantially improves efficiency of the exchange system and makes it more user friendly as users and vendors may present different terms in their respective searches and entries. An exchange system may include a pattern recognition component and semantic natural language parser to perform this function.