Perceived Task Similarities for Task Recommendation in Crowdsourcing Systems

被引:6
|
作者
Schnitzer, Steffen [1 ]
Neitzel, Svenja [1 ]
Schmidt, Sebastian [1 ]
Rensing, Christoph [1 ]
机构
[1] Tech Univ Darmstadt, Multimedia Commun Lab, Darmstadt, Germany
来源
PROCEEDINGS OF THE 25TH INTERNATIONAL CONFERENCE ON WORLD WIDE WEB (WWW'16 COMPANION) | 2016年
关键词
Crowdsourcing; Recommender Systems; User Survey;
D O I
10.1145/2872518.2890087
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Crowdsourcing platforms support the assignment of jobs while relying on the workers' search capabilities. Recommenders can support the workers' decisions to improve quality and outcome for both worker and requester. A precedent study showed, that many workers expect to get tasks recommended, which are similar to previously finished ones. In order to create genuine task recommendation, similarities between tasks have to be identified and analyzed. Therefore, this work provides an empirical study about how workers perceive task similarities. The perceived task similarities may vary between workers with different cultural background and may depend e.g. on the complexity, required action or the requester of the task.
引用
收藏
页码:585 / 590
页数:6
相关论文
共 50 条
  • [41] Willing and able: Task recommendation with a trade-off of the bilateral benefits for knowledge-intensive crowdsourcing
    Yin, Xicheng
    Li, Jing
    Zhu, Kevin
    Wang, Wei
    Wang, Hongwei
    DECISION SUPPORT SYSTEMS, 2025, 190
  • [42] Task Assignment with Guaranteed Quality for Crowdsourcing Platforms
    Yin, Xiaoyan
    Chen, Yanjiao
    Li, Baochun
    2017 IEEE/ACM 25TH INTERNATIONAL SYMPOSIUM ON QUALITY OF SERVICE (IWQOS), 2017,
  • [43] Effect of Cognitive Abilities on Crowdsourcing Task Performance
    Hettiachchi, Danula
    van Berkel, Niels
    Hosio, Simo
    Kostakos, Vassilis
    Goncalves, Jorge
    HUMAN-COMPUTER INTERACTION - INTERACT 2019, PT I, 2019, 11746 : 442 - 464
  • [44] Research on Complex Task Scheduling Algorithm in Crowdsourcing
    Fu, Minglan
    Li, Jiekun
    Chen, Lvqiang
    Chen, Debao
    2023 8TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING AND BIG DATA ANALYTICS, ICCCBDA, 2023, : 392 - 401
  • [45] Conceptualizing task affordance in online crowdsourcing context
    Zhao, Yuxiang
    Zhu, Qinghua
    ONLINE INFORMATION REVIEW, 2016, 40 (07) : 938 - 958
  • [46] Outlier Detection for Streaming Task Assignment in Crowdsourcing
    Zhao, Yan
    Chen, Xuanhao
    Deng, Liwei
    Kieu, Tung
    Guo, Chenjuan
    Yang, Bin
    Zheng, Kai
    Jensen, Christian S.
    PROCEEDINGS OF THE ACM WEB CONFERENCE 2022 (WWW'22), 2022, : 1933 - 1943
  • [47] Incentive mechanism for the listing item task in crowdsourcing
    Wang, Shaofei
    Dang, Depeng
    INFORMATION SCIENCES, 2020, 512 : 80 - 95
  • [48] Task assignment for social-oriented crowdsourcing
    Gang Wu
    Zhiyong Chen
    Jia Liu
    Donghong Han
    Baiyou Qiao
    Frontiers of Computer Science, 2021, 15
  • [49] Task assignment for social-oriented crowdsourcing
    Wu, Gang
    Chen, Zhiyong
    Liu, Jia
    Han, Donghong
    Qiao, Baiyou
    FRONTIERS OF COMPUTER SCIENCE, 2021, 15 (02)
  • [50] A Transcription Task for Crowdsourcing with Automatic Quality Control
    Lee, Chia-ying
    Glass, James
    12TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION 2011 (INTERSPEECH 2011), VOLS 1-5, 2011, : 3048 - 3051