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On the Impact of Social Media Recommendations on Opinion Consensus 论社交媒体推荐对意见共识的影响
International Conference of the Italian Association for Artificial Intelligence Pub Date : 2022-04-07 DOI: 10.48550/arXiv.2204.03299
V. Auletta, Antonio Coppola, Diodato Ferraioli
{"title":"On the Impact of Social Media Recommendations on Opinion Consensus","authors":"V. Auletta, Antonio Coppola, Diodato Ferraioli","doi":"10.48550/arXiv.2204.03299","DOIUrl":"https://doi.org/10.48550/arXiv.2204.03299","url":null,"abstract":"We consider a discrete opinion formation problem in a setting where agents are influenced by both information diffused by their social relations and from recommendations received directly from the social media manager. We study how the\"strength\"of the influence of the social media and the homophily ratio affect the probability of the agents of reaching a consensus and how these factors can determine the type of consensus reached. In a simple 2-symmetric block model we prove that agents converge either to a consensus or to a persistent disagreement. In particular, we show that when the homophily ratio is large, the social media has a very low capacity of determining the outcome of the opinion dynamics. On the other hand, when the homophily ratio is low, the social media influence can have an important role on the dynamics, either by making harder to reach a consensus or inducing it on extreme opinions. Finally, in order to extend our analysis to more general and realistic settings we give some experimental evidences that our results still hold on general networks.","PeriodicalId":293643,"journal":{"name":"International Conference of the Italian Association for Artificial Intelligence","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121764870","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: 1
Easy Semantification of Bioassays 易于语义化的生物测定
International Conference of the Italian Association for Artificial Intelligence Pub Date : 2021-11-30 DOI: 10.1007/978-3-031-08421-8_14
M. Anteghini, J. D’Souza, V. A. M. D. Santos, S. Auer
{"title":"Easy Semantification of Bioassays","authors":"M. Anteghini, J. D’Souza, V. A. M. D. Santos, S. Auer","doi":"10.1007/978-3-031-08421-8_14","DOIUrl":"https://doi.org/10.1007/978-3-031-08421-8_14","url":null,"abstract":"","PeriodicalId":293643,"journal":{"name":"International Conference of the Italian Association for Artificial Intelligence","volume":"106 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129506414","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: 4
Clustering-Based Interpretation of Deep ReLU Network 基于聚类的深度ReLU网络解释
International Conference of the Italian Association for Artificial Intelligence Pub Date : 2021-10-13 DOI: 10.1007/978-3-031-08421-8_28
Nicola Picchiotti, M. Gori
{"title":"Clustering-Based Interpretation of Deep ReLU Network","authors":"Nicola Picchiotti, M. Gori","doi":"10.1007/978-3-031-08421-8_28","DOIUrl":"https://doi.org/10.1007/978-3-031-08421-8_28","url":null,"abstract":"","PeriodicalId":293643,"journal":{"name":"International Conference of the Italian Association for Artificial Intelligence","volume":"117 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123768345","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: 0
Learned Sorted Table Search and Static Indexes in Small Model Space 小模型空间的学习排序表搜索和静态索引
International Conference of the Italian Association for Artificial Intelligence Pub Date : 2021-07-19 DOI: 10.1007/978-3-031-08421-8_32
Domenico Amato, Giosuè Lo Bosco, R. Giancarlo
{"title":"Learned Sorted Table Search and Static Indexes in Small Model Space","authors":"Domenico Amato, Giosuè Lo Bosco, R. Giancarlo","doi":"10.1007/978-3-031-08421-8_32","DOIUrl":"https://doi.org/10.1007/978-3-031-08421-8_32","url":null,"abstract":"","PeriodicalId":293643,"journal":{"name":"International Conference of the Italian Association for Artificial Intelligence","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131305099","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: 5
Highlighting the Importance of Reducing Research Bias and Carbon Emissions in CNNs 强调减少cnn研究偏差和碳排放的重要性
International Conference of the Italian Association for Artificial Intelligence Pub Date : 2021-06-06 DOI: 10.1007/978-3-031-08421-8_36
A. Badar, Arnav Varma, Adrian Staniec, Mahmoud Gamal, Omar Magdy, Haris Iqbal, E. Arani, Bahram Zonooz
{"title":"Highlighting the Importance of Reducing Research Bias and Carbon Emissions in CNNs","authors":"A. Badar, Arnav Varma, Adrian Staniec, Mahmoud Gamal, Omar Magdy, Haris Iqbal, E. Arani, Bahram Zonooz","doi":"10.1007/978-3-031-08421-8_36","DOIUrl":"https://doi.org/10.1007/978-3-031-08421-8_36","url":null,"abstract":"","PeriodicalId":293643,"journal":{"name":"International Conference of the Italian Association for Artificial Intelligence","volume":"83 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124119018","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: 5
First Approach to Semantics of Silence in Testimonies 证词中沉默语义初探
International Conference of the Italian Association for Artificial Intelligence Pub Date : 2019-11-19 DOI: 10.1007/978-3-030-35166-3_6
Alfonso Garcés-Báez, A. López-López
{"title":"First Approach to Semantics of Silence in Testimonies","authors":"Alfonso Garcés-Báez, A. López-López","doi":"10.1007/978-3-030-35166-3_6","DOIUrl":"https://doi.org/10.1007/978-3-030-35166-3_6","url":null,"abstract":"","PeriodicalId":293643,"journal":{"name":"International Conference of the Italian Association for Artificial Intelligence","volume":"225 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115493077","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: 2
Strongly Equivalent Epistemic Answer Set Programs 强等效认知答案集程序
International Conference of the Italian Association for Artificial Intelligence Pub Date : 2019-11-19 DOI: 10.1007/978-3-030-35166-3_8
Ezgi Iraz Su
{"title":"Strongly Equivalent Epistemic Answer Set Programs","authors":"Ezgi Iraz Su","doi":"10.1007/978-3-030-35166-3_8","DOIUrl":"https://doi.org/10.1007/978-3-030-35166-3_8","url":null,"abstract":"","PeriodicalId":293643,"journal":{"name":"International Conference of the Italian Association for Artificial Intelligence","volume":"148 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116627636","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: 1
Artificial Intelligence for Dramatic Performance 戏剧表演中的人工智能
International Conference of the Italian Association for Artificial Intelligence Pub Date : 2019-11-19 DOI: 10.1007/978-3-030-35166-3_38
R. Damiano, V. Lombardo, Giulia Monticone, Antonio Pizzo
{"title":"Artificial Intelligence for Dramatic Performance","authors":"R. Damiano, V. Lombardo, Giulia Monticone, Antonio Pizzo","doi":"10.1007/978-3-030-35166-3_38","DOIUrl":"https://doi.org/10.1007/978-3-030-35166-3_38","url":null,"abstract":"","PeriodicalId":293643,"journal":{"name":"International Conference of the Italian Association for Artificial Intelligence","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127272218","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
Hybrid Semantics-Aware Recommendations Exploiting Knowledge Graph Embeddings 利用知识图嵌入的混合语义感知推荐
International Conference of the Italian Association for Artificial Intelligence Pub Date : 2019-11-19 DOI: 10.1007/978-3-030-35166-3_7
C. Musto, Pierpaolo Basile, G. Semeraro
{"title":"Hybrid Semantics-Aware Recommendations Exploiting Knowledge Graph Embeddings","authors":"C. Musto, Pierpaolo Basile, G. Semeraro","doi":"10.1007/978-3-030-35166-3_7","DOIUrl":"https://doi.org/10.1007/978-3-030-35166-3_7","url":null,"abstract":"","PeriodicalId":293643,"journal":{"name":"International Conference of the Italian Association for Artificial Intelligence","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125022189","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: 4
Frequency Assignment in High Performance Computing Systems 高性能计算系统中的频率分配
International Conference of the Italian Association for Artificial Intelligence Pub Date : 2019-11-19 DOI: 10.1007/978-3-030-35166-3_11
Andrea Borghesi, M. Milano, L. Benini
{"title":"Frequency Assignment in High Performance Computing Systems","authors":"Andrea Borghesi, M. Milano, L. Benini","doi":"10.1007/978-3-030-35166-3_11","DOIUrl":"https://doi.org/10.1007/978-3-030-35166-3_11","url":null,"abstract":"","PeriodicalId":293643,"journal":{"name":"International Conference of the Italian Association for Artificial Intelligence","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124962740","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: 1
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