Given a set of positive and negative keywords, and a collection of hotel reviews associated with specific hotel IDs, implement a system to rank and return the top K hotels. A positive keyword match increases a hotel's score by a fixed weight, while a negative match decreases it. In case of tie scores, hotels should be ordered by their ID. The solution should handle text normalization and provide efficient ranking for large datasets.