位置：成果数据库 > 期刊 > 期刊详情页
基于LBSN的个性化旅游包推荐系统
  • ISSN号：1006-2475
  • 期刊名称：《计算机与现代化》
  • 时间：0
  • 分类：TP399[自动化与计算机技术—计算机应用技术;自动化与计算机技术—计算机科学与技术]
  • 作者机构：[1]西北工业大学计算机学院,陕西西安710072
  • 相关基金：基金项目：国家自然科学基金资助项目（61222209,61103063）,教育部“新世纪优秀人才支持计划”（NCET.12-0466）,教育部高等学校博士学科点专项科研基金（博导类）（20126102110043）
作者： 胥皇[1], 於志文[1], 封云[1], 周兴社[1]
关键词： 旅游包推荐, 基于位置的社交网络, 兴趣点发现, 个性化, 路线规划, travel package recommendation, LBSN, POI detection, personalization, path planning
中文摘要：

旅游是人们生活中的重要部分，但是制定旅游计划是一件繁杂的工作。基于位置的社交网络（LBSN）的发展，提供了大量关于位置和活动的信息。为辅助用户制订旅游计划，本文提出一个基于LBSN的个性化旅游包推荐系统。该系统利用采集自LBSN的数据，建立地点和用户偏好模型，根据用户需求，在时空约束下生成旅游路线，形成旅游包推荐给用户。本文实现的原型系统能交互地获取用户旅游意向，实时生成多个旅游包供用户选择，对游客制订旅游计划具有一定的参考价值。

英文摘要：

Travel has become an important part in our daily lives, but making travel plans is not easy. Location Based Social Net- works（LBSN） provides a large amount of information about location and activity, which is useful for location search and recom- mendation. This paper proposes a LBSN-based personalized travel package recommendation system to help users make travel plans. We generate location profile and user preference model based on the collected LBSN data. Then we produce travel routes under spatio-temporal constraints and recommend the travel packages. The travel package contains travel destinations and visiting order of these destinations.

同期刊论文项目
基于多源异构信息融合的社会交互语义与拓扑发掘
期刊论文 44 会议论文 23 获奖 20 著作 1
人机界面技术
期刊论文 54 会议论文 22 获奖 8
同项目期刊论文
Discovering and Profiling Overlapping Communities in Location Based Social Networks
Featuring, Detecting, and Visualizing Human Sentiment in Chinese Micro-blog (已在线发表)
An Integrated Approach of Sensing Tobacco-Oriented Activities in Online Participatory Media (已在线发表)
From Mobile Phone Sensing to Human Geo-Social Behavior Understanding (已在线发表)
SESAME: Mining User Digital Footprints for Fine-Grained Preference-Aware Social Media Search
Understanding Social Relationship Evolution by Using Real-World Sensing Data
Recommending Travel Packages based on Mobile Crowdsourced Data
Investigating How User's Activities in Both Virtual and Physical World Impact Each Other Lev
基于群智感知的城市噪声检测与时空规律分析
Toward a Group-Aware Smartphone Sensing System
SOCKER: Enhancing Face-to-Face Social Interaction based on Community Creation in Opportunistic Mobil
Disorientation Detection by Mining GPS Trajectories for Cognitively-impaired Elders (已在线发表)
Cross-Community Sensing and Mining
Facilitating Medication Adherence in Elderly Care Using Ubiquitous Sensors and Mobile Social Network
Supporting Serendipitous Social Interaction using Human Mobility Prediction
Discovering Information Propagation Patterns in Microblogging Services
FlierMeet: A Mobile Crowdsensing System for Cross-Space Public Information Reposting, Tagging, and S
Mobile Crowd Sensing and Computing: The Review of an Emerging Human-Powered Sensing Paradigm
Participant Selection for Offline Event Marketing Leveraging Location Based Social Networks
An Introduction to the Special Issue on Participatory Sensing and Crowd Intelligence
Mobile Crowd Sensing and Computing: When Participatory Sensing Meets Participatory Social Media
基于跨空间多元交互的群智感知动态激励模型
Disorientation Detection by Mining GPS Trajectoriesfor Cognitively-impaired Elders
A Data-Centric Framework for Cyber-Physical-Social Systems
Participant Selection for Offline Event Marketing Leveraging Location Based Social Networks (已在线发表)
How Did Reviewers Give Their Reviews? Characterizing Review Activity in Academic Conferences
Personalized Travel Package with Multi-Point-of-Interest Recommendation Based on Crowdsourced User F
MobiGroup: Enabling Lifecycle Support to Social Activity Organization and Suggestion with Mobile Cro
基于豆瓣同城活动的线上线下社交影响研究
基于键鼠事件的疲劳感知
移动群智感知多任务参与者优选方法研究
基于词典和规则集的中文微博情感分析
机会物联及其安全性探讨
机会物联
基于群智感知的城市噪声检测与时空规律分析
An Introduction to the Special Issue on Cross-Community Mining
基于群智感知的城市噪音检测与可视化分析
The Emergence of Social and Community Intelligence
Design-in-play: improving the variability of indoor pervasive games
Social and Community Intelligence: Technologies and Trends
From the internet of things to embedded intelligence
Introduction to the Special Section on Intelligent Systems for Socially Aware Computing
基于机会网络的社会性活动组织研究
Building Human-Machine Intelligence in Mobile Crowd Sensing
Methodology and Tools for Pervasive Application Development
Predicting the content dissemination trends by repost behavior modeling in mobile social networks
Discovering and Profiling Overlapping Communities in Location-Based Social Networks
基于交互相似度的细粒度社群发掘方法
基于豆瓣同城活动的线上线下社交影响研究
一种基于背景声音识别的移动社会活动推荐系统
一种基于背景声音识别的社会情境感知方法
Opportunistic IoT: Exploring the harmonious interaction between human and the internet of things (ES
<span style="color:#000000;">FlierMeet: A Mobile Crowdsensing System for Cross-Space
基于豆瓣同城活动的线上下社交影响研究
机会社交网络下基于中介市场模型的激励机制研究
Cross-domain community detection in heterogeneous social networks
iCROSS: toward a scalable infrastructure for cross-domain context management
Enhancing Memory Recall via an Intelligent Social Contact Management System
Energy-Efficient Motion Related Activity Recognition on Mobile Devices for Pervasive Healthcare
Facilitating social activity organization by mining human interaction history
SmartMic: a smartphone-based meeting support system
Investigating How User's Activities in Both Virtual and Physical World Impact Each Other Levera
Extracting Social and Community Intelligence from Digital Footprints
基于键鼠事件的疲劳感知
基于词典和规则集的中文微博情感分析
期刊信息
  • 《计算机与现代化》
  • 中国科技核心期刊
  • 主管单位:江西省科学技术厅
  • 主办单位:江西省计算机学会 江西省计算技术研究所
  • 主编：刘波平
  • 地址：南昌市西湖区井冈山大道1416号8楼
  • 邮编：330003
  • 邮箱：jgsdd@163.com
  • 电话：0791-86490996
  • 国际标准刊号：ISSN：1006-2475
  • 国内统一刊号：ISSN：36-1137/TP
  • 邮发代号:44-121
  • 获奖情况:
  • 中国科技核心期刊 中国科技论文统计源期刊 江西省...
  • 国内外数据库收录:
  • 波兰哥白尼索引,中国中国科技核心期刊
  • 被引量:14808