RETRACTED: Optimization of English Online Learning Dictionary System Based on Multiagent Architecture (Retracted Article)

被引:1
作者
Wang, Ying [1 ]
机构
[1] Liaocheng Univ, Dongchang Coll, Liaocheng 252000, Shandong, Peoples R China
关键词
REPRESENTATION; ALGORITHM; INTERNET;
D O I
10.1155/2021/1994121
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
As a universal language in the world, English has become a necessary language communication tool under the globalization of trade. Intelligent, efficient, and reasonable English language-assisted learning system helps to further improve the English ability of language learners. English online learning dictionary, as an important query tool for English learners, is an important part of English online learning. This paper will optimize the design of English online learning dictionary system based on multiagent architecture. Based on the hybrid multiagent cooperative algorithm, this paper will improve the disadvantages of the online English learning dictionary system and propose an appropriate dictionary application evaluation function. At the same time, an improved reinforcement learning algorithm is introduced into the corresponding English online learning dictionary navigation problem so as to improve the efficiency of the online English learning dictionary system. English online learning dictionary is more intelligent and efficient. In this paper, the new online learning dictionary system optimization algorithm is proposed and compared with the traditional system algorithm. The experimental results show that the algorithm proposed in this paper solves the collaborative confusion problem of English learning online dictionary to a certain extent and further solves the corresponding navigation problem so as to improve the efficiency.
引用
收藏
页数:10
相关论文
共 37 条
[1]   A multiagent, dynamic rank-driven multi-deme architecture for real-valued multiobjective optimization [J].
Acan, Adnan ;
Lotfi, Nasser .
ARTIFICIAL INTELLIGENCE REVIEW, 2017, 48 (01) :1-29
[2]   Alternating Optimization of Sensing Matrix and Sparsifying Dictionary for Compressed Sensing [J].
Bai, Huang ;
Li, Gang ;
Li, Sheng ;
Li, Qiuwei ;
Jiang, Qianru ;
Chang, Liping .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2015, 63 (06) :1581-1594
[3]   Oracle-Based Robust Optimization via Online Learning [J].
Ben-Tal, Aharon ;
Hazan, Elad ;
Koren, Tomer ;
Mannor, Shie .
OPERATIONS RESEARCH, 2015, 63 (03) :628-638
[4]   Deep locality-sensitive discriminative dictionary learning for semantic video analysis [J].
Benuwa, Ben-Bright ;
Ghansah, Benjamin ;
Ansah, Ernest K. .
SOFTWARE-PRACTICE & EXPERIENCE, 2020, 50 (04) :388-406
[5]   An improved quantum-inspired cooperative co-evolution algorithm with muli-strategy and its application [J].
Cai, Xing ;
Zhao, Huimin ;
Shang, Shifan ;
Zhou, Yongquan ;
Deng, Wu ;
Chen, Huayue ;
Deng, Wuquan .
EXPERT SYSTEMS WITH APPLICATIONS, 2021, 171
[6]   SLED: Semantic Label Embedding Dictionary Representation for Multilabel Image Annotation [J].
Cao, Xiaochun ;
Zhang, Hua ;
Guo, Xiaojie ;
Liu, Si ;
Meng, Dan .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 24 (09) :2746-2759
[7]  
Chen Y, 2017, LANG LEARN TECHNOL, V21, P28
[8]   FIoT: An agent-based framework for self-adaptive and self-organizing applications based on the Internet of Things [J].
do Nascimento, Nathalia Moraes ;
Pereira de Lucena, Carlos Jose .
INFORMATION SCIENCES, 2017, 378 :161-176
[9]   Learning in a community of practice: Factors impacting english-learning students' engagement in scientific argumentation [J].
Gonzalez-Howard, Maria ;
McNeill, Katherine L. .
JOURNAL OF RESEARCH IN SCIENCE TEACHING, 2016, 53 (04) :527-553
[10]   Optimization of user behavior based handover using fuzzy Q-learning for LTE networks [J].
Hegazy, Rana D. ;
Nasr, Omar A. ;
Kamal, Hanan A. .
WIRELESS NETWORKS, 2018, 24 (02) :481-495