首页 > 天池大赛 > 阿里移动推荐算法
  • 黄金联赛 状态 举办方 第 2 赛季截止日期 总奖池 参赛队

    阿里移动推荐算法

    已结束 2015/07/01 ¥300000 7186

    报名参赛

MobileDM 2015

MobileDM&HuMoComp 2015: The First International Workshop on Mobile Data Mining & Human Mobility Computing(ICDM 2015)

Schedule

TimeScheduled Event
8:30 - 9:30Keynote Talk (Hui Xiong, Rutgers Univ.)
9:30 - 10:00Session 1: Mobile Data Mining (Chair: Zhongyi Liu)
The Hierarchical Model to Ali Mobile Recommendation Competition
Suchi Qian, Furong Peng, Xiang Li, and Jianfeng Lu
Purchase Behavior Prediction in M-Commerce with an Optimized Sampling Methods
Zhihao YI, Danning Wang, Kai Hu, and Qiang Li
10:00 - 10:15Coffee Break
10:15 - 12:30Session 2: Human Mobility Computing (Chair: Han Zhang)
Lifting the Predictability of Human Mobility on Activity Trajectories
Xianming Li, Defu Lian, Xing Xie, and Guangzhong Sun
Mining Spatial-Temporal Semantic Trajectory Patterns from Raw Trajectories
Chien-Cheng Chen, Chia-Hsiang Kuo, and Wen-Chih Peng
Impulse-Response Model for Human Behaviors Sequences
Houyi Li, Banghe Han, Junming Li, and YIng Li
Profit Maximization Analysis Based on Data Mining and the Exponential Retention Model Assumption with Respect to Customer Churn Problems
Zhaojing Zhang, Regina Wang, Weihong Zheng, Shizhan Lan, Dong Liang, and Hao Jin
12:30 - 2:00Lunch
2:00 - 3:00Industrial Talk(Zhongyi Liu,Alibaba)
3:00 - 3:45Session 3: Mobile Data Mining (Chair: Qi Liu)
Deep Convolutional Neural Network and Multi-View Stacking Ensemble in Ali Mobile Recommendation Algorithm Competition
Xiang Li, Suchi Qian, Furong Peng, Jian Yang, Xiaolin Hu, and Rui Xia
Investigation of Simulated Annealing Cooling Schedule for Mobile Recommendations
Zeyang Ye, Keli Xiao, and Yuefan Deng
3:45 - 4:00Coffee Break
4:00 - 5:00Keynote Talk(Zhiyong Shen, Baidu)
5:00 - 5:30Session 4: Mobile Data Mining (Chair: Zhongyi Liu)
A Method of Purchase Prediction Based on User Behavior Log
Dancheng Li, Guangming Zhao, Zhi Wang, and Wenjia Ma
Multi-classes Feature Engineering with Sliding Window for Purchase Prediction in Mobile Commerce
Qiang Li, Maojie Gu, Keren Zhou, and Xiaoming Sun
5:30 - 5:45Best Paper Announcement

Call For Papers

MobileDM&HoMoComp 2015: The First International Workshop on Mobile Data Mining & Human Mobility Computing

In conjunction with the IEEE International Conference on Data Mining 2015

November 14-17, 2015

Atlantic City, NJ, USA

 

With the advent of mobile devices, more and more applications and services become available for mobile users. As users can now interact with these services almost anytime and anywhere, a massive number of user behavior data, which contains rich information like time, location and device info, have been recorded. Mining this information-rich behavior data of mobile users can not only help improve the efficiency of the society, e.g. improving the road traffic condition and traffic event alerting, but also is extremely important for consumer-side business for better user experience, such as mobile ecommerce and mobile search. Though the topic of mobile data mining have studied for years, there are still many technical and domain challenges inherent in designing and implementing effective data mining solutions for different mobile-based applications.

 

To that end, this workshop offers an opportunity to address the related research challenges and the possible solutions from both academic and industrial perspective, which includes but not limited to:

· spatial-temporal data mining

· user modeling and targeting in mobile environment

· user behavior prediction (e.g. POI recommendation, purchase prediction for mobile ecommerce)

· recommendation algorithms and recommender systems for products or services in consumer end

· mobile data mining for mobile search

· privacy issues in mobile data mining

 

IMPORTANT DATES:

Paper Submission Deadline: Aug 10, 2015

Author Notification: Sep 1, 2015

Final Manuscript: Sep 10, 2015

Workshop date: Nov 13, 2015

 

SUBMISSION INSTRUCTIONS:

Authors are invited to submit original papers that must not have been submitted to or published in any other workshop, conference, or journal. The workshop will accept full papers describing completed work, work-in-progress papers with preliminary results, as well as short position papers reporting inspiring and intriguing new ideas. All papers should be submitted through the submission system of ICDM 2015 (https://wi-lab.com/cyberchair/2015/icdm15/cbc_index.php).

All papers will be peer-reviewed by members of the Program Committee and be evaluated for originality, significance of the contribution, technical correctness and presentation. At least one author of each accepted papers must present their work at the workshop. Accepted papers will be included in ICDM 2015 Workshops proceedings published by IEEE.Extended versions of selected best papers will be considered for publication in special issues of SCI-index international journals.

Organizers

Workshop Chairs:

· Rong Jin (iDST, Alibaba Group)

· Yixin Chen (Washington University)

· Qi Liu (University of Science and Technology of China)

· Zhongyi Liu (Alibaba Group)

·Nicholas Jing Yuan(Microsoft Research Asia)

·Rui Zhang(University Of Melbourne)

·Kai Zheng(University Of Queensland)

Program Committee:

· Jingmin Chen (Alibaba Group)

· Kai Liu (Alibaba Group)

· Mingyan Gao (Google)

· Li Chen (Hong Kong Baptist University)

· Yong Ge (University of North Carolina at Charlotte)

· Xia Ning (Indiana University - Purdue University Indianapolis)

· Abusayeed Saifullah (Missouri University of Science & Technology )

· Xuan Song(The University of Tokyo)

· Chen Wang (Tsinghua University)

· Dong Wang (mi.com)

· Keli Xiao (Stony Brook University)

· Zhiwen Yu (Northwestern Polytechnic University)

· Kevin Zheng (Queensland University )

· Hengshu Zhu (Baidu.com)

· Dongqi Xu (Baidu.com)

· Zhiwei Wang (Alibaba Group)

· Yi Zhang (University of California at Santa Cruz)

· Wenjun Zhou (The University of Tennessee)

Submission

Authors are invited to submit original papers that must not have been submitted to or published in any other workshop, conference, or journal. The workshop will accept full papers describing completed work, work-in-progress papers with preliminary results, as well as short position papers reporting inspiring and intriguing new ideas. All papers should be submitted through the submission system of ICDM 2015 (https://wi-lab.com/cyberchair/2015/icdm15/cbc_index.php).

All papers will be peer-reviewed by members of the Program Committee and be evaluated for originality, significance of the contribution, technical correctness and presentation. At least one author of each accepted papers must present their work at the workshop. Accepted papers will be included in ICDM 2015 Workshops proceedings published by IEEE.

Keynote Speakers

We are glad to announce that we will have professor Hui Xiong to give us a keynote talk.