2009 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops最新文献_第4页

Simultaneous exploitation of explicit and implicit tags in affect-based multimedia retrieval 基于情感的多媒体检索中显式和隐式标签的同时利用

2009 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops Pub Date : 2009-12-08 DOI: 10.1109/ACII.2009.5349433

Joep J. M. Kierkels, T. Pun

{"title":"Simultaneous exploitation of explicit and implicit tags in affect-based multimedia retrieval","authors":"Joep J. M. Kierkels, T. Pun","doi":"10.1109/ACII.2009.5349433","DOIUrl":"https://doi.org/10.1109/ACII.2009.5349433","url":null,"abstract":"Affect-based retrieval of multimedia items requires tags that describe the content of these items. These tags are added by users that interact with the items. In this paper, it is shown to what extent different ways of creating the tags result in similar or non-similar information about the item. Three types of affective tags are being considered here: explicit self-assessed tags, implicit multimedia-based tags, and implicit physiology-based tags. The novelty of this paper is to show that affect-based retrieval accuracy (as measured by precision and recall) benefits from having a database that contains both explicit and implicit tags. A database that contains a mixture of explicit and implicit tags has higher retrieval accuracy when compared to a database that contains uniquely either explicit or implicit tags. This shows that information in explicit and implicit tags is complementary rather than redundant. The improvement in retrieval accuracy is immediately evident when explicit tags are added. Results for low recall rates are of particular importance because these focus on the most relevant items in a database. When over 60% of the items in the database with implicit tags are also tagged by explicit tags, retrieval accuracy at a low recall rate (0.1) is higher than accuracy based uniquely on explicit tags.","PeriodicalId":330737,"journal":{"name":"2009 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-12-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122464479","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 6

Emotion measurement platform for daily life situations 日常生活情境情绪测量平台

2009 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops Pub Date : 2009-12-08 DOI: 10.1109/ACII.2009.5349574

J. Westerink, M. Ouwerkerk, Gert-Jan de Vries, Stijn de Waele, Jack van den Eerenbeemd, M. van Boven

引用次数: 56

Empathizing with robots: Fellow feeling along the anthropomorphic spectrum 与机器人共情:拟人化光谱上的同伴感受

2009 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops Pub Date : 2009-12-08 DOI: 10.1109/ACII.2009.5349423

L. Riek, Tal-Chen Rabinowitch, B. Chakrabarti, P. Robinson

引用次数: 78

It's all in the game: Towards an affect sensitive and context aware game companion 这一切都在游戏中:朝着影响敏感和环境感知的游戏伴侣

2009 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops Pub Date : 2009-12-08 DOI: 10.1109/ACII.2009.5349558

Ginevra Castellano, Iolanda Leite, André Pereira, C. Martinho, Ana Paiva, P. McOwan

{"title":"It's all in the game: Towards an affect sensitive and context aware game companion","authors":"Ginevra Castellano, Iolanda Leite, André Pereira, C. Martinho, Ana Paiva, P. McOwan","doi":"10.1109/ACII.2009.5349558","DOIUrl":"https://doi.org/10.1109/ACII.2009.5349558","url":null,"abstract":"Robot companions must be able to display social, affective behaviour. As a prerequisite for companionship, the ability to sustain long-term interactions with users requires companions to be endowed with affect recognition abilities. This paper explores application-dependent user states in a naturalistic scenario where an iCat robot plays chess with children. In this scenario, the role of context is investigated for the modelling of user states related both to the task and the social interaction with the robot. Results show that contextual features related to the game and the iCat's behaviour are successful in helping to discriminate among the identified states. In particular, state and evolution of the game and display of facial expressions by the iCat proved to be the most significant: when the user is winning and improving in the game her feeling is more likely to be positive and when the iCat displays a facial expression during the game the user's level of engagement with the iCat is higher. These findings will provide the foundation for a rigorous design of an affect recognition system for a game companion.","PeriodicalId":330737,"journal":{"name":"2009 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops","volume":"57 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-12-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126752636","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 50

Requirements and software framework for adaptive multimodal affect recognition 自适应多模态情感识别的要求和软件框架

2009 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops Pub Date : 2009-12-08 DOI: 10.1109/ACII.2009.5349393

Elena Vildjiounaite, Vesa Kyllönen, Olli Vuorinen, Satu-Marja Mäkelä, Tommi Keränen, Markus Niiranen, Jouni Knuutinen, Johannes Peltola

引用次数: 2

Therapy progress indicator (TPI): Combining speech parameters and the subjective unit of distress 治疗进展指标(TPI):结合言语参数和主观痛苦单位

2009 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops Pub Date : 2009-12-08 DOI: 10.1109/ACII.2009.5349554

E. V. D. Broek, F. V. D. Sluis, T. Dijkstra

引用次数: 6

A collaborative personalized affective video retrieval system 一种协同个性化情感视频检索系统

2009 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops Pub Date : 2009-12-08 DOI: 10.1109/ACII.2009.5349526

M. Soleymani, J. Davis, T. Pun

引用次数: 24

Dynamic emotion and personality synthesis 动态情感和人格的综合

2009 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops Pub Date : 2009-12-08 DOI: 10.1109/ACII.2009.5349475

I. Wilson

引用次数: 2

SentiFul: Generating a reliable lexicon for sentiment analysis SentiFul:为情感分析生成可靠的词汇

2009 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops Pub Date : 2009-12-08 DOI: 10.1109/ACII.2009.5349575

Alena Neviarouskaya, H. Prendinger, M. Ishizuka

引用次数: 85

Roll and rock: Exploring the affective loop in a pen 摇滚:探索笔中的情感循环

2009 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops Pub Date : 2009-12-08 DOI: 10.1109/ACII.2009.5349527

M. B. Alonso, D. Keyson, Caroline Hummels

引用次数: 1