Efficient Sentiment-aware Web Crawling Methods for Constructing Sentiment Dictionary
نویسندگان
چکیده
In traditional web crawling, all pages crawled are first stored to databases. As a result, this approach can store unnecessary and requires additional running time for the construction of sentiment dictionary in particular domain because words should be identified by scanning database. To address these problems, we define sentiment-aware crawling problem then propose two hash-based methods implementation. One is based on hash join other bucket-sorted join. particular, novel efficient method. Our experimental results show that proposed method using outperforms existing significantly reducing storage space. method, taken execute task per page 0.016 seconds database space saved 59% compared methods.
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ژورنال
عنوان ژورنال: IEEE Access
سال: 2021
ISSN: ['2169-3536']
DOI: https://doi.org/10.1109/access.2021.3129187