Research on sentiment terms extraction and visualization of character sentimental interactions in A Dream of Red Mansions

In the context of interdisciplinary research,using computer technology to further mine keywords in cultural texts and carry out semantic analysis can deepen the understanding of texts,and provide quantitative support and evidence for humanistic studies.Based on the novel A Dream of Red Mansions,the automatic extraction and classification of those sentiment terms in it were realized,and detailed analysis of large-scale sentiment terms was carried out.Bidirectional encoder representation from transformers(BERT) pretraining and fine-tuning model was used to construct the sentiment classifier of A Dream of Red Mansions.Sentiment terms of A Dream of Red Mansions are divided into eight sentimental categories,and the relevant people in sentences are extracted according to specific rules.It also tries to visually display the sentimental interactions between Twelve Girls of Jinling and Jia Baoyu along with the development of the episode.The overall F_(1) score of BERT-based sentiment classifier reached 84.89%.The best single sentiment score reached 91.15%.Experimental results show that the classifier can satisfactorily classify the text of A Dream of Red Mansions,and the text classification and interactional analysis results can be mutually verified with the text interpretation of A dream of Red Mansions by literature experts.

Effect of Exogenous Lanthanum on Accumulation of Cadmium and Its Chemical Form in Tomatoes

In the condition that soil is polluted by Cd（20 mg·L-1）,two varieties of tomato（Lycopersicon esculintum Mill.）（plant high Cd-enriched variety（Yufen109）and plant low Cd-enriched variety（4641））treated with LaCl3 of different concentration（0,10 and 20mg·L-1）were determined for their effect on plant dry weight,anti-oxidase activity（CAT,SOD and POD）,tomato fruit Cd chemical form and Cd accumulation.The results show that 10 mg？L-1LaCl3 can increase dry weight of plant at various positions and can reduce the concentration of Cd of different forms.Spraying with LaCl3（10,20 mg·L-1）can reduce Cd concentration in leaves,stems,roots and fruits of tomato plants with lowering rates of 13.7%-31.9%,9.5%-30.6%,10.8%-44.5%and 19.4%-37.0%,respectively.Suitable amount of lanthanum（10 mg·L-1 LaCl3）can increase yield of tomatoes,reduce Cd accumulation in the fruit.In the two tomato varieties,Lanthanum and Cadmium react interactively,expressing to be coexisting of both synergism and antagonistic.