基于微博用户兴趣话题的相似用户挖掘

相似用户挖掘是提高社交网络服务质量的重要途径，在面向大数据的社交网络时代，准确的相似用户挖掘对于用户和互联网企业等都有重要的意义，而根据用户自己的兴趣话题挖掘的相似用户更符合相似用户的要求。提出了一种基于用户兴趣话题进行相似用户挖掘的方法。该方法首先使用TextRank话题提取方法对用户进行兴趣话题提取，再对用户发表内容进行训练，计算出所有词之间的相似度。提出CP（Corresponding Position similarity）、CPW（Corresponding Position Weighted similarity）、AP（All Position similarity）、APW（All Position Weighted similarity）四种用户兴趣话题词相似度计算方法，通过用户和相似用户间关注、粉丝重合率验证相似用户挖掘效果，APW similarity的相似用户的关注/粉丝重合百分比为1.687%，优于提出的其他三种算法，分别提高了26.3%、2.8%、12.4%，并且比传统的文本相似度方法Jaccard相似度、编辑距离算法、余弦相似度分别提高了20.4%、21.2%、45.0%。因此APW方法可以更加有效地挖掘出用户的相似用户。     

临床腋窝淋巴结阳性老年三阴性乳腺癌局部治疗策略

因老年乳腺癌患者多伴发基础疾病,在选择局部治疗方案时,除应考虑原发肿瘤本身因素外,还需评估患者重要器官功能及其对治疗的耐受能力。三阴性乳腺癌与其他亚型乳腺癌相比,主要表现为侵袭性强、预后不佳;而临床腋窝淋巴结阳性的老年三阴性乳腺癌患者,局部治疗的选择则更为棘手,对于此类特殊群体,尚需探索更为合理的个体化治疗方案。     

Collective institutional work: the case of Airbnb in Amsterdam,London and New York

ABSTRACT

Given that online platforms disrupt established industries and challenge existing institutions, they can only be successful if their innovation becomes both legal and legitimate. This requires ‘institutional work’ that changes perceptions and regulations within society. Rather than only focussing on the online platform as the sole agent engaging in institutional work, our study analyses institutional work as a collective process. We investigate the case of home-sharing platform Airbnb and the process of institutional change its introduction prompted regarding short-term rental in Amsterdam, London and New York. We find, contrary to the popular view of online platforms as disruptive entrepreneurs, that the platform mainly focusses on creating new institutions rather than disrupting existing ones, and that users and non-users undertake most of the institutional work activities. We also show that different types of actors carry out different types of institutional work suggesting that the process of institutional work is highly distributed.     

术前2h饮用碳水化合物对老年胃肠道手术患者胃容量及反流误吸风险的影响:前瞻性随机对照研究

目的应用床旁超声技术观察术前2 h饮用碳水化合物对老年胃肠道手术患者麻醉前胃容量的影响,并评估患者发生反流误吸的风险。方法前瞻性选取2017年12月至2018年10月,在四川省人民医院行胃肠道手术的老年患者(>65岁),随机分为试验组和对照组。试验组常规禁食8 h,术前2 h口服200 ml碳水化合物;对照组要求术前禁食8 h,禁饮4 h。麻醉前采用床旁超声技术测量45°半坐位及右侧卧位胃窦部头尾径及前后径,分别计算两种体位下的胃窦部横截面积(cross-sectional area,CSA)、胃容量(gastric volume,GV)及胃容量与体重比(GV/weight,GV/W)。采用GV超声半定量3分评估法及GV/W分级法评估患者发生反流误吸的风险。结果共纳入69例符合入选和排除标准的患者,其中试验组33例,对照组36例。两组基线资料、手术类别及美国麻醉医师学会分级无统计学差异(P均>0. 05)。半坐位下,试验组和对照组的GV/W分别为(0. 57±0. 23) ml/kg和(0. 44±0. 21) ml/kg;右侧卧位下,试验组和对照组的CSA分别为(578. 8±71. 5) mm2和(513. 3±53. 2) mm2,GV分别为(21. 2±11. 1) ml和(12. 9±6. 8) ml,GV/W分别为(0. 36±0. 17) ml/kg和(0. 20±0. 11) ml/kg,上述指标两组间均存在统计学差异(P均<0. 05)。GV超声半定量评分:试验组0分17例(51. 5%,17/33),1分15例(45. 5%,15/33),2分1例(3. 0%,1/33),对照组0分25例(69. 4%,25/36),1分11例(30. 6%,11/36),2分0例(0,0/33),两组评分构成比无统计学差异(P>0. 05)。反流误吸风险评估:试验组极低风险者占比81. 8%(27/33)、低风险18. 2%(6/33)、高风险0 (0/33),对照组极低风险者占比94. 4%(34/36)、低风险5. 6%(2/36)、高风险0 (0/33),两组间构成比亦无统计学差异(P>0. 05)。结论老年胃肠道手术患者术前2 h饮用200 ml碳水化合物虽可以增加麻醉前胃容量,但并不增加反流误吸的风险。     

自动多功能可调式便老轮椅的设计

针对老年人群体设计一种自动可调式轮椅，轮椅靠背通过不完全齿轮机构进行自动调整。靠背竖起可作为普通轮椅使用；靠背放平可实现平躺，可通过靠背和座椅安置的滚轴实现从轮椅到床和沙发等位置的移动。该轮椅工作稳定，性能可靠，功能实现效果较好。     

Comparison of discriminability of common food acceptance scales for the elderly

This study was aimed to compare four commonly used methods for evaluating consumer acceptance (the 5-point and the 9-point hedonic scales) and preference (the ranking scale and the best-worst scaling) in terms of their ability in discriminating samples and perceived ease of use by the elderly. Elderly (n = 100) and young adult (n = 100) consumers participated in this study. Each consumer evaluated five commercial orange juice samples in duplicate for hedonic rating and preference rank separately and then evaluated ten sets of three samples for the best-worst scale, following the balanced incomplete block design. Nonparametric tests were employed as normality of data was violated. A significant sample effect was observed in all four methods (P < .001). Discriminating power of the best-worst scaling was more pronounced in the elderly than in the young adults; however, the best-worst scaling was easy to use for the young adults than for the elderly.     

社区居家养老服务设施的规划配置研究

社区和居家养老是我国当前和未来的主要养老模式，然而，与机构养老设施相比较而言，我国社区居家养老服务设施的发展明显滞后，具体表现为设施的建成基础薄弱、空间资源的配置要素模糊、规范和管控手段缺位等。在概述现状与问题的基础上，系统地探讨了我国社区层面养老服务资源的配置主体、配置对象和配置思路。针对养老服务需求和供给主体日益多元化的挑战，提出结合社区实际情况灵活配置服务模块的建议，采用总量控制和复合设置的规划手段落实配建，从而实现服务设施综合效益最大化的建设目标。     

老旧煤矿健康老龄化环境建设路径分析

被关闭的低效率老旧煤矿,作为很多退休煤矿职工的家庭所在地,依然担负着为其提供正常生活条件和养老功能的任务。为了营造煤炭企业退休职工适老环境,对老旧煤矿健康老龄化环境建设路径进行了探讨。在分析健康老龄化的普遍性问题后,从公共服务、卫生健康服务、认同感、原有养老模式等方面论述了老旧煤矿存在的具体问题;针对现状及问题,从理顺养老服务管理机制和合理确定具体任务目标两方面提出了对策与建议。     

Users in the design of Hydrogen Energy Systems: A systematic review

The energy transition is a major societal issue to which hydrogen energy can make an important contribution. If the technical aspects of hydrogen energy seem paramount, it is also important to focus on the end users of these future systems. Indeed, users play an important role in the success of energy systems: they may not accept it, they may not use it as intended. But not only, users can also be a source of innovation. Thus, it is possible to mobilize different approaches, which if they are all legitimate, do not have the same efficiency. In this systematic review of the literature, which combines lexical analysis and data analysis of 152 publications, we identify the approaches implemented to take into account users in Hydrogen Energy Systems. Our results indicate that final users are mostly perceived as a barrier to the deployment of Hydrogen Energy Systems, or as a parameter to be assessed rather than as a resource for the design. Researches have mainly the aim of improving technology adoption. Since Hydrogen Energy Systems are emerging, we recommend focusing studies on upstream user research aimed at stimulating and enhancing technologies and systems design. We also recommend increasing the share of study which focus on the case of hydrogen energy stationary applications and buildings.