ICT Innovations 2017
Data-Driven Innovation. 9th International Conference, ICT Innovations 2017, Skopje, Macedonia, September 18-23, 2017, Proceedings
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Chapter and Conference Paper
Understanding Worldwide Natural Gas Trade Flow for 2017 to 2022: A Network-Based Approach
Natural gas is a critical commodity in the global economy, and its trade dynamics and price movements are of significant interest, particularly during times of major economic disruptions. In this research, we ...
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Chapter and Conference Paper
Interdependencies Between Cryptocurrency Markets, Precious Metals and Energy Resources
In a rapidly changing world where no market or economy is secure, interconnectivity is becoming a key feature of almost all social and economic systems. As a brand-new digital asset, cryptocurrencies are quick...
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Chapter and Conference Paper
Exploring ASR Models in Low-Resource Languages: Use-Case the Macedonian Language
We explore the use of Wav2Vec 2.0, NeMo, and ESPNet models trained on a dataset in Macedonian language for the development of Automatic Speech Recognition (ASR) models for low-resource languages. The study aim...
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Chapter and Conference Paper
MACEDONIZER - The Macedonian Transformer Language Model
Contextualized language models are becoming omnipresent in the field of Natural Language Processing (NLP). Their learning representation capabilities show dominant results in almost all downstream NLP tasks. T...
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Chapter and Conference Paper
Using Centrality Measures to Extract Knowledge from Cryptocurrencies’ Interdependencies Networks
Is the rising price of Bitcoin affected by Ethereum’s fall? Are cryptocurrencies interconnected and are shifts in prices a consequence of said influence, or maybe social media plays a more significant role? To...
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Chapter and Conference Paper
Challenges and Opportunities in ESG Investments
Environmental, Social, and Governance (ESG) criteria gain increasing attention by governments and corporations to assess how advanced countries and companies are with sustainability. The adoption of the ESG in...
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Chapter and Conference Paper
DD-RDL: Drug-Disease Relation Discovery and Labeling
Drug repurposing, which is concerned with the study of the effectiveness of existing drugs on new diseases, has been growing in importance in the last few years. One of the core methodologies for drug repurpos...
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Chapter and Conference Paper
Temporal Authorization Graphs: Pros, Cons and Limits
As more private data is entering the web, defining authorization about its access is crucial for privacy protection. This paper proposes a policy language that leverages SPARQL expressiveness and popularity fo...
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Chapter and Conference Paper
Case Study: Predicting Students Objectivity in Self-evaluation Responses Using Bert Single-Label and Multi-Label Fine-Tuned Deep-Learning Models
Students’ feedback data regarding teachers, courses, teaching tools, and methods represent valuable information for the education system. The obtained data can contribute in enhancing and improving the educati...
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Chapter and Conference Paper
Improving NER Performance by Applying Text Summarization on Pharmaceutical Articles
Analyzing long text articles in the pharmaceutical domain, for the purpose of knowledge extraction and recognizing entities of interest, is a tedious task. In our previous research efforts, we were able to dev...
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Chapter and Conference Paper
FoodViz: Visualization of Food Entities Linked Across Different Standards
Many research questions from different domains involve combining different data sets in order to explore a research hypothesis. One of the main problems that arises here is that different data sets are structu...
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Chapter and Conference Paper
Performance Evaluation of Word and Sentence Embeddings for Finance Headlines Sentiment Analysis
Nowadays, tremendous number of financial online articles are published every day. Numerous natural language processing (NLP) algorithms and methodologies have arose, not only for correct, but also for fast fi...
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Chapter and Conference Paper
Enhancing Text-Based Relatedness Measures with Semantic Web Data
Entity relatedness measures quantify the amount of association between two entities, such as people, places or events, and are fundamental part of many Natural Language Processing and Information Retrieval app...
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Article
Open AccessConsolidating drug data on a global scale using Linked Data
Drug product data is available on the Web in a distributed fashion. The reasons lie within the regulatory domains, which exist on a national level. As a consequence, the drug data available on the Web are inde...
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Book and Conference Proceedings
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Chapter and Conference Paper
Courses Content Classification Based on Wikipedia and CIP Taxonomy
The amount of online courses and educational content available on the Internet is growing rapidly, leaving students with large and diverse number of choices for their areas of interest. The educational content...
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Article
Open AccessInferring Cuisine - Drug Interactions Using the Linked Data Approach
Food - drug interactions are well studied, however much less is known about cuisine - drug interactions. Non-native cuisines are becoming increasingly more popular as they are available in (almost) all regions...
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Chapter and Conference Paper
Linked Open Data for Medical Institutions and Drug Availability Lists in Macedonia
One of the most active fields of research in the past decade has been data representation, storage and retrieval. With the vast amount of data available on the Web, this field has initiated the development of ...
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Chapter and Conference Paper
Open Financial Data from the Macedonian Stock Exchange
The concept of Open Data, which represents the idea that public data should be published in a machine-readable format, starts to take a significant role in modern society. Public data from various fields are b...
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Chapter and Conference Paper
Live Objects - Collaborative Window in the Corporate Documents
In this paper, a document collaboration platform for enterprise environments is presented. It incorporates the collaboration, security, auditing and reuse features into the document editor, as a tool that has ...
