Investigating the impacts of street environment on pre-owned housing price in Shanghai using street-level images

[EN] Studies considering street environment quality’s impact on housing value were limited to top-down variables such as the green ratio measured from satellite maps. In contrast, this study quantified street views’ impacts on the value of second-hand commodity residential properties in Shanghai based on analysis of street view imagery. (1) It applied computer vision to objectively measure street features from largely accessible street view imagery. (2) Based on the classical urban design measures frameworks, it applied machine learning to evaluate human perceived street quality as street scores systematically, in contrast to the common practice of doing so in a more intuition-based fashion. (3) It further identified important indicators from both human-centered street scores as well as the more objective street feature measures with positive or adverse effects on property values based on a hedonic modeling method. The estimation suggested both street scores and features are significant and nonnegligible. For the perceived street scores (from 0-10 scale), neighborhoods with a unit increase in their “enclosure” or “safety” score enjoy price premium of 0.3% to 0.6%. Meanwhile, streets with 10% greater tree canopy exposure are attributable to a 0.2% increase in the property value. This study enriched our current understanding at a micro level of the factors that impact property values from the perspective of the built environment. It introduced human-centered perception of street scores and objective measures of street features as spatial variables into the analysis of neighborhood attribute vectors.Qiu, W.; Huang, X.; Li, X.; Li, W.; Zhang, Z. (2020). Investigating the impacts of street environment on pre-owned housing price in Shanghai using street-level images. Editorial Universitat Politècnica de València. 29-39. https://doi.org/10.4995/CARMA2020.2020.11410OCS293

Financial Crimes in Web3-empowered Metaverse: Taxonomy, Countermeasures, and Opportunities

At present, the concept of metaverse has sparked widespread attention from the public to major industries. With the rapid development of blockchain and Web3 technologies, the decentralized metaverse ecology has attracted a large influx of users and capital. Due to the lack of industry standards and regulatory rules, the Web3-empowered metaverse ecosystem has witnessed a variety of financial crimes, such as scams, code exploit, wash trading, money laundering, and illegal services and shops. To this end, it is especially urgent and critical to summarize and classify the financial security threats on the Web3-empowered metaverse in order to maintain the long-term healthy development of its ecology. In this paper, we first outline the background, foundation, and applications of the Web3 metaverse. Then, we provide a comprehensive overview and taxonomy of the security risks and financial crimes that have emerged since the development of the decentralized metaverse. For each financial crime, we focus on three issues: a) existing definitions, b) relevant cases and analysis, and c) existing academic research on this type of crime. Next, from the perspective of academic research and government policy, we summarize the current anti-crime measurements and technologies in the metaverse. Finally, we discuss the opportunities and challenges in behavioral mining and the potential regulation of financial activities in the metaverse. The overview of this paper is expected to help readers better understand the potential security threats in this emerging ecology, and to provide insights and references for financial crime fighting.Comment: 24pages, 6 figures, 140 references, submitted to the Open Journal of the Computer Societ

The optimal dose of oxycodone in PCIA after laparoscopic surgery for gastrointestinal cancer in elderly patients: A randomized controlled trial

ObjectiveTo explore the optimal bolus dose of oxycodone for patient controlled intravenous analgesia (PCIA) without background dose in elderly patients after laparoscopic surgery for gastrointestinal cancer.MethodsIn this prospective, randomized, double-blind, parallel-controlled study, we recruited patients aged 65 years or older. They underwent laparoscopic resection for gastrointestinal cancer and received PCIA after surgery. Eligible patients were randomly divided into 0.01, 0.02, or 0.03 mg/kg group according to the bolus dose of oxycodone in PCIA. The primary outcome was VAS scores of pain on mobilization at 48 h after surgery. Secondary endpoints included the VAS scores of rest pain, the total and effective numbers of press in PCIA, cumulative dose of oxycodone used in PCIA, the incidence of nausea, vomiting and dizziness, as well as patients’ satisfaction at 48 h after surgery.ResultsA total of 166 patients were recruited and randomly assigned to receive a bolus dose of 0.01 mg/kg (n = 55), 0.02 mg/kg (n = 56) or 0.03 mg/kg (n = 55) of oxycodone in PCIA. The VAS scores of pain on mobilization, the total and effective numbers of press in PCIA in 0.02 mg/kg group and 0.03 mg/kg group were lower than those in 0.01 mg/kg group (P < 0.05). Cumulative dose of oxycodone used in PCIA and patients’ satisfaction in 0.02 and 0.03 mg/kg groups were more than those in 0.01 mg/kg group (P < 0.01). The incidence of dizziness in 0.01 and 0.02 mg/kg groups was lower than that in 0.03 mg/kg group (P < 0.01). There were no significant differences in VAS scores of rest pain, the incidence of nausea and vomiting among three groups (P > 0.05).ConclusionFor elderly patients undergoing laparoscopic surgery for gastrointestinal cancer, 0.02 mg/kg bolus dose of oxycodone in PCIA without background infusion may be a better choice

Feasibility Study of Driverless Maintenance in Highway Construction Zones

Highway construction zones post a danger to both road workers and road users because of the change of road condition and speed variance. Driverless maintenance is expected to improve traffic safety by removing road workers from work zones. This study investigates the feasibility of implementing driverless maintenance in dynamic highway construction zones, including the stakeholder involvement, traffic impact analysis and cost-benefit analysis.Civil Engineering | Construction Management and Engineerin

Oridonin ameliorates depressive-like behaviors induced by chronic unpredictable mild stress in mice via TXNIP/NLRP3 signaling pathway

Purpose: To investigate the effect and mechanism of oridonin in chronic unpredictable mild stress (CUMS)-induced depressive-like behaviors. Methods: CUMS was established using 6-week stress stimuli, including feed/water deprivation, night lighting, inverted light/dark cycle, and tail clamping. Depressive behaviors were analyzed using the sucrose preference test, forced swim test (FST), and tail suspension test (TST). Locomotor activity was analyzed using the open field test (OFT) while inflammatory cytokines were analyzed by enzyme-linked immunosorbent assay. The activation of the TXNIP/NLRP3 signaling pathway was evaluated by western blot. Results: Sucrose consumption of CUMS-treated mice was significantly decreased, while immobility times of the FST (control vs. CUMS, ~50 to 150 s; p < 0.01) and TST (Control vs. CUMS, ~50 to 130 s; p < 0.01) were increased; oridonin significantly reversed these effects. Spontaneous locomotor activities (crossing, rearing, and grooming) measured in the OFT were decreased after the CUMS procedure, and oridonin increased these activities (p < 0.01 vs. CUMS). Oridonin decreased the production of tumor necrosis factor alpha, interleukin (IL)-1β, IL-6, and monocyte chemoattractant protein-1 in the hippocampus of CUMS-treated mice and significantly inhibited activation of the TXNIP/NLRP3 pathway induced by CUMS. Conclusion: Oridonin ameliorates depressive-like behaviors in mice induced by CUMS, partly via TXNIP/NLRP3 signaling pathway. Thus, the findings provide evidence for the potential application of oridonin in depression therapy

BIM-Based Green Hospital Building Performance Pre-Evaluation: A Case Study

With ecological problems and energy crises intensifying today, greening is essential to sustainable development. Compared with other types of buildings, hospital buildings account for a relatively larger proportion of building energy consumption. In order to realize the rapid cycle optimization of a green hospital project in the design stage and improve the green grade of the building, a pre-evaluation Building Information Model (BIM) of green hospital building performance was established in this study. Firstly, the literature review and expert consultation established the building performance pre-evaluation index system for green hospitals. Then, BIM technology is taken to extract data needed for building a performance pre-evaluation system, and the Cloud Model and the Matter–Element Extension Theory are used to build models. The final green grade calculation is realized in MATLAB. Finally, the Maluan Bay Hospital is taken as an example to test the applicability and effectiveness of the proposed model. The results show that the green hospital building performance pre-evaluation model has advantages of simulation, cyclic optimization and fuzzy quantification, which can effectively guide the design and construction of a green hospital

Comparison of Vacuum Suction Sheath and Non-Vacuum Suction Sheath in Minimally Invasive Percutaneous Nephrolithotomy: A Meta-Analysis

Objective To evaluate the clinical efficacy of minimally invasive percutaneous nephrolithotomy (mPCNL) with vacuum suction sheath in the treatment of renal calculi. Methods: We collected relevant studies of vacuum suction sheath and non-vacuum sheath mPCNL from PubMed, Embase, and Cochrane databases for a meta-analysis following Preferred Reporting Items for Systematic Reviews and Meta-analyses (PRISMA) guidelines. Results: 7 studies were included (4 randomized controlled studies, 3 retrospective studies involving 1803 patients). The final meta-analysis results showed that the operative time (Standardised Mean Difference [SMD] = −0.84, 95% CI [-1.20; −0.48], P < 0.001), auxiliary procedures (Odds Ratio [OR] = 0.61, 95% CI [0.46; 0.81], P < 0.001) and complications in the vacuum suction sheath group were significantly lower than those in the non-vacuum sheath group. The immediate and final stone-free rates (OR = 1.69, 95% CI [1.30; 2.18], P < 0.001; OR = 1.44, 95% CI [0.98; 2.13], P = 0.039) were also significantly lower in the vacuum suction sheath group. Conclusion: This study indicates that the application of vacuum suction sheath in mPCNL can significantly shorten the operative time and patient hospitalization, reduce auxiliary procedures and complications (especially fever, urinary tract infection, and pain)