推系统的多列表接口:调查和未来的方向
1Department of Computer Science and Applied Cognitive Science, University of Duisburg-Essen, Duisburg, Germany.
Frontiers in big data
|August 28, 2023
概括
推系统现在使用多列表接口,或"旋转",但优化这些方面的研究是有限的. 本综述综合了当前的知识,以改善旋转木马设计,以获得更好的用户体验.
科学领域:
- 信息科学 信息科学 信息科学
- 人与计算机的交互
- 推系统是一个推系统.
背景情况:
- 传统的推系统使用了简单的项目列表.
- 多列表接口,称为"旋转",现在是行业标准 (例如,Netflix,Spotify).
- 关于旋转轮接口和用户行为的研究是有限的,并产生了相互矛盾的结果.
研究的目的:
- 审查和组织关于多列表推者系统接口的现有知识.
- 为了识别理解用户行为与旋转马车的研究差距.
- 为改进基于旋转木马的推设计和用户体验提供指导.
主要方法:
- 关于多列表推系统的现有文献的小审查.
- 分析当前的行业实践在旋转木马的实施.
- 确定研究挑战和未来研究方向.
主要成果:
- 有限的实证研究存在于用户与旋转木马界面的互动.
- 很少有研究专注于模拟用户行为以优化旋转木马.
- 目前对用户体验最佳的旋转轮设计的理解不足.
结论:
- 需要进一步的研究来了解多列表推接口中的用户行为.
- 基于旋转木马系统的优化策略需要更多的研究.
- 开发有效的旋转木马设计对于提高推系统的用户体验至关重要.
相关概念视频
Types of Surveys
71
Surveys are essential for marking property boundaries near water bodies. Different types of surveys are defined, each with its own function. Land surveys mark the property boundaries, while route surveys determine the position of properties on nearby highways. Topographic surveys create maps by capturing the three-dimensional features of the land. Hydrographic surveys focus on the shapes of underwater areas and the movement of streams through the properties. Mine surveys determine the relative...
71
Multi-input and Multi-variable systems
128
Cruise control systems in cars are designed as multi-input systems to maintain a driver's desired speed while compensating for external disturbances such as changes in terrain. The block diagram for a cruise control system typically includes two main inputs: the desired speed set by the driver and any external disturbances, such as the incline of the road. By adjusting the engine throttle, the system maintains the vehicle's speed as close to the desired value as possible.
In the absence...
In the absence...
128
Multi-species Conserved Sequences
4.0K
Next-generation sequencing technologies have created large genomic databases of a variety of animals and plants. Ever since the human genome project was completed, scientists studied the genome of primates, mammals, and other phylogenetically distant living beings. Such large-scale studies have provided new insights into the evolutionary relationship between organisms.
Although the genome of each species varies greatly from each other, a few sequences are highly conserved. Such conserved...
Although the genome of each species varies greatly from each other, a few sequences are highly conserved. Such conserved...
4.0K
Types of Selection
40.6K
Natural selection influences the frequencies of particular alleles and phenotypes within populations in several different ways. Primarily, natural selection can be directional, stabilizing, or disruptive. Directional selection favors one extreme trait and shifts the population towards that phenotype while selecting against individuals displaying alternate traits. Stabilizing selection favors an intermediate trait with a narrow range of variation. Deviation from the optimal phenotype towards an...
40.6K
Multiple Regression
3.0K
Multiple regression assesses a linear relationship between one response or dependent variable and two or more independent variables. It has many practical applications.
Farmers can use multiple regression to determine the crop yield based on more than one factor, such as water availability, fertilizer, soil properties, etc. Here, the crop yield is the response or dependent variable as it depends on the other independent variables. The analysis requires the construction of a scatter plot...
Farmers can use multiple regression to determine the crop yield based on more than one factor, such as water availability, fertilizer, soil properties, etc. Here, the crop yield is the response or dependent variable as it depends on the other independent variables. The analysis requires the construction of a scatter plot...
3.0K
Data Collection by Survey
6.5K
The systematic method of obtaining and analyzing accurate information of a population is called data collection. A survey is a standard method of data collection that involves collecting information from a target human population about their experience, opinion, or knowledge of a product, service, or process. The responses are recorded and interpreted. The most common survey examples are written questionnaires, face-to-face or telephonic conversations, focus groups, and electronic (e-mail or...
6.5K


