A Boat Is a Boat Is a Boat…Unless It Is a Horse – Rethinking the Role of Typology

نویسندگان

چکیده

Abstract Today, it is widely accepted that typology a biased and inconsistent attempt to classify archaeological material based on the similarity of predefined set features. In this respect, machine learning (ML) works similar typology. ML approaches are often deployed because thought they reduce biases. However, biases introduced into process at many points, e.g., feature selection. project applying Scandinavian rock art data, was noticed algorithm struggles with classifying certain motifs correctly. This contribution discusses consistency in by contrast inconsistency human classification. It argued necessary bring machines humans meaningful dialogue attempting understand why apparent “misclassifications” happen. important inform us about classification output, our biases, which themself inconsistent, ambiguous, outcomes creativity. The component not everything looks has meaning.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Very low HbA1C, is it a problem?

Dear Editor An important problem to manage diabetes mellitus is controlling the patients` blood glucose. Fluctuation of blood glucose results in molecular biochemistry change and can result in unwanted diabetic complications (1). In clinical practice, hemoglobin A1C (HbA1C) is a common useful laboratory test to follow-up patients with diabetes (2). Sometimes, an unexpecte...

متن کامل

Who Is a Bilingual?

The question of who is and who is not a bilingual is more difficult to answer than it first appears. Bilingualism was long regarded as the equal mastery of two languages, a definition that still prevails in certain glossaries of linguistics. However, today's complex world requires a more exact definition and analysis of the competencies that community members require to interact with speakers o...

متن کامل

Eating Behaviour: Is It Always a Conscious Choice?

in the past 40 years there has been drastic increase in the prevalence of obesity worldwide (1). This rapid increase in the prevalence of obesity is not a matter of physiologic or metabolic alteration within people. Thousands of scientific papers are published each year indicating that pharmaceutical companies are working to find possible money making antiobesity agents. Increasing in the preva...

متن کامل

Is Nitric Oxide a Hormone?

Nitric oxide (NO) is a simple ubiquitous signaling molecule and plays important roles in almost every biological system. Recent evidences suggest that NO may act as an endocrine molecule. The aim of this review is considering available literature on endocrine roles of NO and/or its metabolites, i.e. nitrite and nitrate. Existing data suggest the idea that NO is a hormone that after production i...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Open Archaeology

سال: 2022

ISSN: ['2300-6560']

DOI: https://doi.org/10.1515/opar-2022-0277