| 1 | KB4Rec:A Data Set for Linking Knowledge Bases with Recommender Systems显示文摘To develop a knowledge-aware recommender system,a key issue is how to obtain rich and structured knowledge base(KB)information for recommender system(RS)items.Existing data sets or methods either use side information from original RSs(containing very few kinds of useful information)or utilize a private KB.In this paper,we present KB4Rec v1.0,a data set linking KB information for RSs.It has linked three widely used RS data sets with two popular KBs,namely Freebase and YAGO.Based on our linked data set,we first preform qualitative analysis experiments,and then we discuss the effect of two important factors(i.e.,popularity and recency)on whether a RS item can be linked to a KB entity.Finally,we compare several knowledge-aware recommendation algorithms on our linked data set. | Wayne Xin Zhao Gaole He Kunlin Yang Hongjian Dou Jin Huang Siqi Ouyang Ji-Rong Wen | 2019 | Data Intelligence2019，1，2： | 3 |
| 3 | Biochar pyrolyzed at low temperature enhanced acidophilous plant growth by promoting rhizospheric microbes in a slightly alkaline urban soil显示文摘Biochar has been considered as a potential way to enhance acidophilous plant growth in alkaline soils.However,whether such enhancements are closely linked with biochar pyrolysis temperature and its improvements in rhizospheric soil fertility and microbial activities remains largely unknown.We performed a pot experiment to investigate changes in azalea(Rhodo-dendron)morphology and physiology,as well as its rhizosphere soil chemical and biological properties in a slightly alkaline urban soil under the amendment of biochars that pyrolyzed at three temperatures(i.e.,350,550 and 700°C).Our results showed that the effects of biochars on plant growth and soil properties depended on pyrolysis temperature.In comparison with the non-amended control,350 and 550°C biochars showed significant promotions on the azalea growth in terms of photosynthetic characteristics,biomass,root morphology,and N and P uptake.Whereas,700°C biochar showed an inhibi-tion effect on them.350°C biochar decreased soil pH and increased soil available P and K contents and the activities ofα-glucosidase,N-β-glucosaminidase,phosphatase and sulfatase.In addition,350°C biochar significantly enhanced bacterial 16S rRNA and fungal 18S rRNA gene abundances in the rhizosphere soil of azalea and mycorrhizal infection.Correlation analysis indicated that soil pH,available nutrients and fungal abundance had positive associations with the enhanced plant growth parameters.Therefore,our findings suggest that biochar produced at low temperature could be a feasible strategy for enhancing acidophilous azalea growth and improving urban soil quality. | Huimin Zhou Xiaoying Li Chang Li Lisi He Xiaoqing Liu Zheng Xiao Xiaobo Sun Gaoling Shi Jiale Su Junhui Chen | 2021 | Biochar2021，3，4： | 1 |
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