ANITA's text analysis services for fighting online illegal trafficking of drugs, weapons and false charity claims: A lateral thinking approach
ANITA platform aims at improving investigation capabilities of law enforcement agencies (LEAs) by delivering a set of tools and techniques to efficiently address online illegal trafficking of counterfeit/falsified medicines, novel psychoactive substances (NPS), drugs, and weapons with Artificial Int...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
University of Criminal Investigation and Police Studies, Belgrade
2021-01-01
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| Series: | NBP: Nauka, bezbednost, policija |
| Subjects: | |
| Online Access: | https://scindeks-clanci.ceon.rs/data/pdf/0354-8872/2021/0354-88722103081M.pdf |
| _version_ | 1811297886584963072 |
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| author | Masucci Vincenzo Colombo Jacopo Caterino Ciro Nardelli Filippo |
| author_facet | Masucci Vincenzo Colombo Jacopo Caterino Ciro Nardelli Filippo |
| author_sort | Masucci Vincenzo |
| collection | DOAJ |
| description | ANITA platform aims at improving investigation capabilities of law enforcement agencies (LEAs) by delivering a set of tools and techniques to efficiently address online illegal trafficking of counterfeit/falsified medicines, novel psychoactive substances (NPS), drugs, and weapons with Artificial Intelligence (AI). Expert.ai has developed a dedicated written content analysis engine to support investigative activity. The market already offers several solutions adopting AI and in particular Machine Learning (ML) to support investigative activities. The particularity of the work carried out in the ANITA project is to adopt a lateral thinking approach and the supervised generation of knowledge from the analysed contents. Rather than focusing on searching for specific proper names of substances, weapons, NPS, etc. that are constantly evolving in considerable speed, we propose to concentrate on searching for precursors, namely collateral concepts related with the target of the investigation. Is the case of accessories for weapons such as sights for rifles or glass vessels used to produce the drugs themselves? This approach is not compatible with the use of ML, but the use of deep semantic analysis of the text is necessary. This article reports the system's ability to automatically identify precursors and generate stimuli and knowledge which the investigator must validate; that enhances the creative and intuitive approach (serendipity) to investigation combining the best of the detective's skills with the power of AI and in particular Natural Language Understanding (NLU). |
| first_indexed | 2024-04-13T06:10:48Z |
| format | Article |
| id | doaj.art-7842ff6465974c7bb42564d64caeca4d |
| institution | Directory Open Access Journal |
| issn | 0354-8872 2620-0406 |
| language | English |
| last_indexed | 2024-04-13T06:10:48Z |
| publishDate | 2021-01-01 |
| publisher | University of Criminal Investigation and Police Studies, Belgrade |
| record_format | Article |
| series | NBP: Nauka, bezbednost, policija |
| spelling | doaj.art-7842ff6465974c7bb42564d64caeca4d2022-12-22T02:59:03ZengUniversity of Criminal Investigation and Police Studies, BelgradeNBP: Nauka, bezbednost, policija0354-88722620-04062021-01-01263819610.5937/nabepo26-338490354-88722103081MANITA's text analysis services for fighting online illegal trafficking of drugs, weapons and false charity claims: A lateral thinking approachMasucci Vincenzo0Colombo Jacopo1Caterino Ciro2Nardelli Filippo3Expert.ai, Modena, ItalyExpert.ai, Modena, ItalyExpert.ai, Modena, ItalyExpert.ai, Modena, ItalyANITA platform aims at improving investigation capabilities of law enforcement agencies (LEAs) by delivering a set of tools and techniques to efficiently address online illegal trafficking of counterfeit/falsified medicines, novel psychoactive substances (NPS), drugs, and weapons with Artificial Intelligence (AI). Expert.ai has developed a dedicated written content analysis engine to support investigative activity. The market already offers several solutions adopting AI and in particular Machine Learning (ML) to support investigative activities. The particularity of the work carried out in the ANITA project is to adopt a lateral thinking approach and the supervised generation of knowledge from the analysed contents. Rather than focusing on searching for specific proper names of substances, weapons, NPS, etc. that are constantly evolving in considerable speed, we propose to concentrate on searching for precursors, namely collateral concepts related with the target of the investigation. Is the case of accessories for weapons such as sights for rifles or glass vessels used to produce the drugs themselves? This approach is not compatible with the use of ML, but the use of deep semantic analysis of the text is necessary. This article reports the system's ability to automatically identify precursors and generate stimuli and knowledge which the investigator must validate; that enhances the creative and intuitive approach (serendipity) to investigation combining the best of the detective's skills with the power of AI and in particular Natural Language Understanding (NLU).https://scindeks-clanci.ceon.rs/data/pdf/0354-8872/2021/0354-88722103081M.pdfillegal traffickingdrugsweaponsnatural language processing (nlp)natural language understanding (nlu)black marketartificial intelligence (ai) |
| spellingShingle | Masucci Vincenzo Colombo Jacopo Caterino Ciro Nardelli Filippo ANITA's text analysis services for fighting online illegal trafficking of drugs, weapons and false charity claims: A lateral thinking approach NBP: Nauka, bezbednost, policija illegal trafficking drugs weapons natural language processing (nlp) natural language understanding (nlu) black market artificial intelligence (ai) |
| title | ANITA's text analysis services for fighting online illegal trafficking of drugs, weapons and false charity claims: A lateral thinking approach |
| title_full | ANITA's text analysis services for fighting online illegal trafficking of drugs, weapons and false charity claims: A lateral thinking approach |
| title_fullStr | ANITA's text analysis services for fighting online illegal trafficking of drugs, weapons and false charity claims: A lateral thinking approach |
| title_full_unstemmed | ANITA's text analysis services for fighting online illegal trafficking of drugs, weapons and false charity claims: A lateral thinking approach |
| title_short | ANITA's text analysis services for fighting online illegal trafficking of drugs, weapons and false charity claims: A lateral thinking approach |
| title_sort | anita s text analysis services for fighting online illegal trafficking of drugs weapons and false charity claims a lateral thinking approach |
| topic | illegal trafficking drugs weapons natural language processing (nlp) natural language understanding (nlu) black market artificial intelligence (ai) |
| url | https://scindeks-clanci.ceon.rs/data/pdf/0354-8872/2021/0354-88722103081M.pdf |
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