Search results for "Tekoäly"
showing 8 items of 188 documents
Intelligent Tutoring System in Archaeology
2019
A method that uses artificial intelligence for the taxonomical characterization of bone remains in archaeological sites is shown. The main goal of this method is to help students and archaeologists in the classification of samples in order to improve the efficiency of their tasks during the campaigns at archaeological sites. The development of the system implies several steps: training of classification algorithms, development of a user-friendly interface and implementation of gamification techniques to improve learning motivation and the efficiency of the system in the learning process. This system will help archaeology students to classify new samples. In this prototype, by introducing ch…
When more is less: The other side of artificial intelligence recommendation
2022
Based on consumers' preferences, AI (artificial intelligence) recommendation automatically filters information, which provokes scholars' debate. Supporters believe that by analyzing the consumers' preferences, AI recommendation enables consumers to choose products more quickly and with lower cost. Critics deem that consumers are more easily trapped in information cocoons because of the use of AI recommendation. This reduces the possibility of consumers contacting with a variety of commodities, thus lowering the consumer decision quality. Based on experiments, this paper discusses the moderating role of AI recommendation on the relationship of consumers' preferences and information cocoons. …
Using AI to personalise emotionally appealing advertisement
2019
Personal data and information collected online by companies can be used to design and personalise advisements. This chapter extends existing research into the online behavioural advertising by proposing a model that incorporates artificial intelligence and machine learning into developing emotionally appealing advertisements. It is proposed that big data and consumer analytics collected through AI from different sources will be aggregated to have a better understanding of consumers as individuals. Personalised emotionally appealing advertisements will be created with this information and shared digitally using pragmatic advertising strategies. Theoretically, this chapter contributes towards…
AnatomySketch : An Extensible Open-Source Software Platform for Medical Image Analysis Algorithm Development
2021
AbstractThe development of medical image analysis algorithm is a complex process including the multiple sub-steps of model training, data visualization, human–computer interaction and graphical user interface (GUI) construction. To accelerate the development process, algorithm developers need a software tool to assist with all the sub-steps so that they can focus on the core function implementation. Especially, for the development of deep learning (DL) algorithms, a software tool supporting training data annotation and GUI construction is highly desired. In this work, we constructed AnatomySketch, an extensible open-source software platform with a friendly GUI and a flexible plugin interfac…
H&E Multi-Laboratory Staining Variance Exploration with Machine Learning
2022
In diagnostic histopathology, hematoxylin and eosin (H&E) staining is a critical process that highlights salient histological features. Staining results vary between laboratories regardless of the histopathological task, although the method does not change. This variance can impair the accuracy of algorithms and histopathologists’ time-to-insight. Investigating this variance can help calibrate stain normalization tasks to reverse this negative potential. With machine learning, this study evaluated the staining variance between different laboratories on three tissue types. We received H&E-stained slides from 66 different laboratories. Each slide contained kidney, skin, and colon tissue sampl…
Ishiguro: Klara ja Aurinko
2021
Kirja-arvostelu teoksesta Kazuo Ishiguro: Klara ja Aurinko, suom. Helene Bützow, Tammi, 2021, 207 s nonPeerReviewed
Maailmankatsomusten rakentaminen ja arviointi sekä älykkäät systeemit -maailmankatsomus
2009
Tutkielman tavoitteena on muodostaa mahdollisimman hyvä maailmankatsomus. Tätä varten määritellään maailmankatsomuksen käsite, esitetään syitä miksi maailmankatsomuksia tarvitaan, esitetään kuinka maailmankatsomuksia rakennetaan, ja kuinka maailmankatsomuksia arvioidaan. Tämän jälkeen esitetään mahdollisimman hyvä maailmankatsomus. Maailmankatsomus on kokonaiskäsitys sen omaajan ympäristöstä, tavoitteista ja keinoista tavoitteiden saavuttamiseksi. Jokaisella elävällä oliolla - ja joillakin elottomilla kuten roboteilla - on maailmankatsomus, vähintään implisiittisenä ja tiedostamattomana. Tässä mielessä maailmankatsomus on niille välttämätön; ilman sitä ne eivät voisi toimia. Ihmiset voivat …
Hybrid Threats against Industry 4.0 : Adversarial Training of Resilience
2022
Industry 4.0 and Smart Manufacturing are associated with the Cyber-Physical-Social Systems populated and controlled by the Collective Intelligence (human and artificial). They are an important component of Critical Infrastructure and they are essential for the functioning of a society and economy. Hybrid Threats nowadays target critical infrastructure and particularly vulnerabilities associated with both human and artificial intelligence. This article summarizes some latest studies of WARN: “Academic Response to Hybrid Threats” (the Erasmus+ project), which aim for the resilience (regarding hybrid threats) of various Industry 4.0 architectures and, especially, of the human and artificial de…