Towards Mobile Query Auto-Completion: An Efficient Mobile Application-Aware Approach

被引：12

作者：

Zhang, Aston ^{[1
,2
]}

Goyal, Amit ^{[2
]}

Baeza-Yates, Ricardo ^{[2
]}

Chang, Yi ^{[2
]}

Han, Jiawei ^{[1
]}

Gunter, Carl A. ^{[1
]}

Deng, Hongbo ^{[2
]}

机构：

[1] Univ Illinois, Urbana, IL 61801 USA

[2] Yahoo Labs, Sunnyvale, CA USA

来源：

PROCEEDINGS OF THE 25TH INTERNATIONAL CONFERENCE ON WORLD WIDE WEB (WWW'16) | 2016年

关键词：

Query Auto-Completion; Mobile Application; Mobile Device;

D O I：

10.1145/2872427.2882977

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

We study the new mobile query auto-completion (QAC) problem to exploit mobile devices' exclusive signals, such as those related to mobile applications (apps). We propose AppAware, a novel QAC model using installed app and recently opened app signals to suggest queries for matching input prefixes on mobile devices. To overcome the challenge of noisy and voluminous signals, AppAware optimizes composite objectives with a lighter processing cost at a linear rate of convergence. We conduct experiments on a large commercial data set of mobile queries and apps. Installed app and recently opened app signals consistently and significantly boost the accuracy of various baseline QAC models on mobile devices.

引用

页码：579 / 590

页数：12

共 50 条

[31] TRIE-NLG: trie context augmentation to improve personalized query auto-completion for short and unseen prefixes [J].

Maurya, Kaushal Kumar ;

Desarkar, Maunendra Sankar ;

Gupta, Manish ;

Agrawal, Puneet .

DATA MINING AND KNOWLEDGE DISCOVERY, 2023, 37 (06) :2306-2329

[32] trie-nlg: trie context augmentation to improve personalized query auto-completion for short and unseen prefixes [J].

Kaushal Kumar Maurya ;

Maunendra Sankar Desarkar ;

Manish Gupta ;

Puneet Agrawal .

Data Mining and Knowledge Discovery, 2023, 37 :2306-2329

[33] Energy-Efficient Mobile Video Streaming: A Location-Aware Approach [J].

Zhang, Wei ;

Fan, Rui ;

Wen, Yonggang ;

Liu, Fang .

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2017, 9 (01)

[34] Efficient service selection approach for mobile devices in mobile cloud [J].

Chunlin Li ;

Liu Yanpei ;

Luo Youlong .

The Journal of Supercomputing, 2016, 72 :2197-2220

[35] Efficient service selection approach for mobile devices in mobile cloud [J].

Li, Chunlin ;

Liu Yanpei ;

Luo Youlong .

JOURNAL OF SUPERCOMPUTING, 2016, 72 (06) :2197-2220

[36] Efficient framework for mobile walkthrough application [J].

Fathy, Ghada M. ;

Hassan, Hanan A. ;

Sheta, Walaa M. ;

Bahgat, Reem .

PERVASIVE AND MOBILE COMPUTING, 2015, 18 :40-54

[37] Motivate: Context Aware Mobile Application for Activity Recommendation [J].

Lin, Yuzhong ;

Jessurun, Joran ;

de Vries, Bauke ;

Timmermans, Harry .

AMBIENT INTELLIGENCE, 2011, 7040 :210-214

[38] Towards Efficient Inference on Mobile Device via Pruning [J].

Wang, Zhiyuan ;

Tan, Haisheng .

2024 10TH INTERNATIONAL CONFERENCE ON BIG DATA COMPUTING AND COMMUNICATIONS, BIGCOM, 2024, :26-33

[39] Towards the Development of E-barangay Mobile Application [J].

Bringula, Rex P. ;

Oliva, Franklin ;

Vale, Mark Anthony D. ;

De La Serna, Daniel Joseph T. ;

Napolis, Jenard A. .

2019 10TH INTERNATIONAL CONFERENCE ON E-EDUCATION, E-BUSINESS, E-MANAGEMENT AND E-LEARNING (IC4E 2019), 2019, :352-356

[40] Application Context Aware Management Scheme for Application Synchronization among Mobile Devices [J].

Choi, Eunjeong ;

Song, Hyewon ;

Lee, Jeunwoo ;

Bae, Chang Seok .

2013 INTERNATIONAL CONFERENCE ON ICT CONVERGENCE (ICTC 2013): FUTURE CREATIVE CONVERGENCE TECHNOLOGIES FOR NEW ICT ECOSYSTEMS, 2013, :91-95

← 1 2 3 4 5 →