|本期目录/Table of Contents|

[1]刘文龙,吉蓉蓉.基于网络评论的乡村旅游住宿质量评价——结合AHP和BP神经网络的实证分析[J].江苏农业科学,2019,47(21):38-43.
 Liu Wenlong,et al.Evaluation of rural tourism accommodation quality based on online reviews—Empirical analysis combining AHP and BP neural networks[J].Jiangsu Agricultural Sciences,2019,47(21):38-43.
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基于网络评论的乡村旅游住宿质量评价
——结合AHP和BP神经网络的实证分析
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《江苏农业科学》[ISSN:1002-1302/CN:32-1214/S]

卷:
第47卷
期数:
2019年第21期
页码:
38-43
栏目:
“乡村振兴”专栏
出版日期:
2019-12-05

文章信息/Info

Title:
Evaluation of rural tourism accommodation quality based on online reviews—Empirical analysis combining AHP and BP neural networks
作者:
刘文龙12 吉蓉蓉1
1.南京航空航天大学经济与管理学院,江苏南京 211106; 2.复旦大学管理学院,上海 200433
Author(s):
Liu Wenlonget al
关键词:
乡村振兴乡村旅游住宿质量指标层次分析法BP神经网络
Keywords:
-
分类号:
F590.75
DOI:
-
文献标志码:
A
摘要:
乡村旅游是实现乡村振兴的途径之一,在影响乡村旅游体验的众多因素中,住宿体验起着至关重要的作用。目前,乡村旅游住宿行业尚未形成规范化的管理模式,服务质量评价指标有待探索。通过对江苏省216家乡村民宿的在线评论内容进行分析,归纳出环境、服务和设施3个主范畴下7个自范畴、23项评价指标,建立乡村旅游住宿质量评价指标体系,并利用层次分析法(简称AHP)计算出各个指标的权重;利用BP神经网络,以江苏省的乡村民宿为例,验证该评价指标体系的准确性。结果表明,房间布局、建筑类型、装修风格、交通便利程度等环境因素是消费者最关注的方面。另外,经营者以及服务人员的态度和专业水平相较于其他因素也较受关注。
Abstract:
-

参考文献/References:

[1]邓爱民,黄鑫. 低碳背景下乡村旅游功能构建问题探讨[J]. 农业经济问题,2013(2):105-109.
[2]Liu T Z,Yang Z T,Liu P L.Preliminarystudy of ancient town protection and rural tourism development of Caoshi town in Hengdong county,Hunan Province[J]. Asian Agricultural Research,2012,4(8):68-71,76.
[3]陶玉霞. 乡村旅游需求机制与诉求异化实证研究[J]. 旅游学刊,2015,30(7):37-48.
[4]刘光荣. 我国低碳乡村旅游问题及功能探析[J]. 中国农业资源与区划,2016,37(10):161-165,173.
[5]李燕琴,于文浩,柏雨帆. 基于Airbnb网站评价信息的京台民宿对比研究[J]. 管理学报,2017,14(1):122-128,138.
[6]潘颖颖. 浙江民宿发展面临的困难及解析——基于西塘的民宿旅游[J]. 生产力研究,2013(3):132-135.
[7]张广海,赵韦舒,朱旭娜. 基于Logistic模型的乡村旅游住宿需求影响因素分析——以山东省乐陵市朱集镇为例[J]. 中国石油大学学报(社会科学版),2017,33(3):22-28.
[8]张培,喇明清. 游客选择乡村民宿的意愿倾向及其营销启示[J]. 西南民族大学学报(人文社科版),2017(11):132-140.
[9]李星群. 基于旅游者需求的乡村旅游住宿类型研究——以阳朔为例[J]. 旅游论坛,2011,4(2):82-86.

[10]Park D B,Kim K H,Choo H. the development of quality standards for rural farm accommodations:a case study in South Korea[J]. Journal of Hospitality and Tourism Research,2014,41(6):673-695.

[11]ZaneB.The B & B guest:a comprehensive view[J]. Cornell Hospitality Quarterly,1997,38(4):69-75.

[12]ShanY.Howcredible are online product reviews?The effects of self-generated and system-generated cues on source credibility evaluation[J]. Computers in Human Behavior,2016,55,633-641.

[13]傅建华,张莉. 基于AHP与BP神经网络模型的循环经济绿色营销绩效评价[J]. 科技管理研究,2012(20):215-220,242.

[14]沈国琪,陈万明. 基于多元线性回归与BP神经网络分析的失业预测建模实证研究[J]. 工业技术经济,2014(2):103-112.

[15]李平舟,赵朗程. 基于BP神经网络的国家稳定性研究[J]. 软件,2018,39(6):142-146.

[16]胡伟雄,姜政军. 基于BP神经网络的C2C电子商务信任度评价模型[J]. 图书情报工作,2012,56(10):131-137.

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备注/Memo

备注/Memo:
收稿日期:2018-11-30
基金项目:中央高校基本科研业务费资助项目(编号:NR2015026、NS2017056)。
作者简介:刘文龙(1986—),男,吉林舒兰人,博士,讲师,主要从事电子商务、消费者行为研究。E-mail:willenliu@nuaa.edu.cn。
更新日期/Last Update: 2019-11-05