#instancematching — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #instancematching, aggregated by home.social.
-
A package implementing #AutoCal was published on #PyPI:
🔗 https://pypi.org/project/matchain/
The source sits on #GitHub in a repository administered by the main author of the paper (who is not in the #Fediverse so far):
🔗 https://github.com/ae3000/matchain
Also, there's no implementation in #CommonLisp so far. 😇
4/4
🌺
🏷️ #InstanceMatching #RecordLinkage #OntologyMatching #ArtificialIntelligence #MatChain #WorldAvatar #DigitalTwin #WebSem #LinkedData #KnowledgeGraph #MachineLearning #DeepLearning #Python #Lisp
-
From the abstract:
›We also select an unsupervised state-of-the-art matcher from the field of #DeepLearning for a thorough comparison.
Our results show that neither #AutoCal nor the state-of-the-art matcher is superior regarding matching quality while AutoCal has only moderate hardware requirements and runs 2.7 to 60 times faster.‹
3/4
🌺
🏷️ #InstanceMatching #RecordLinkage #OntologyMatching #ArtificialIntelligence #MatChain #PyPI #WorldAvatar #DigitalTwin #WebSem #LinkedData #KnowledgeGraph
-
From the abstract:
›We introduce #AutoCal, a new #InstanceMatcher which does not require #LabelledData and runs out of the box for a wide range of domains without tuning method-specific parameters.
AutoCal achieves results competitive to recently proposed unsupervised matchers from the field of #MachineLearning.‹
2/4
🌺
🏷️ #InstanceMatching #RecordLinkage #OntologyMatching #ArtificialIntelligence #MatChain #PyPI #WorldAvatar #DigitalTwin #Python #WebSem #LinkedData #KnowledgeGraph
-
May I kindly draw your attention to this scientific paper in the #JournalOfWebSemantics, since my fate was to read many versions of it and to comment extensively:
›A simple and efficient approach to #unsupervised #InstanceMatching and its application to #LinkedData of #PowerPlants‹
→ https://doi.org/10.1016/j.websem.2024.100815
1/4
🌺
🏷️ #MachineLearning #InstanceMatching #RecordLinkage #OntologyMatching #ArtificialIntelligence #AutoCal #MatChain #PyPI #WorldAvatar #DigitalTwin #Python #WebSem #KnowledgeGraph
-
May I kindly draw your attention to this scientific paper in the #JournalOfWebSemantics, since my fate was to read many versions of it and to comment extensively:
›A simple and efficient approach to #unsupervised #InstanceMatching and its application to #LinkedData of #PowerPlants‹
→ https://doi.org/10.1016/j.websem.2024.100815
1/4
🌺
🏷️ #MachineLearning #InstanceMatching #RecordLinkage #OntologyMatching #ArtificialIntelligence #AutoCal #MatChain #PyPI #WorldAvatar #DigitalTwin #Python #WebSem #KnowledgeGraph
-
May I kindly draw your attention to this scientific paper in the #JournalOfWebSemantics, since my fate was to read many versions of it and to comment extensively:
›A simple and efficient approach to #unsupervised #InstanceMatching and its application to #LinkedData of #PowerPlants‹
→ https://doi.org/10.1016/j.websem.2024.100815
1/4
🌺
🏷️ #MachineLearning #InstanceMatching #RecordLinkage #OntologyMatching #ArtificialIntelligence #AutoCal #MatChain #PyPI #WorldAvatar #DigitalTwin #Python #WebSem #KnowledgeGraph
-
May I kindly draw your attention to this scientific paper in the #JournalOfWebSemantics, since my fate was to read many versions of it and to comment extensively:
›A simple and efficient approach to #unsupervised #InstanceMatching and its application to #LinkedData of #PowerPlants‹
→ https://doi.org/10.1016/j.websem.2024.100815
1/4
🌺
🏷️ #MachineLearning #InstanceMatching #RecordLinkage #OntologyMatching #ArtificialIntelligence #AutoCal #MatChain #PyPI #WorldAvatar #DigitalTwin #Python #WebSem #KnowledgeGraph
-
May I kindly draw your attention to this scientific paper in the #JournalOfWebSemantics, since my fate was to read many versions of it and to comment extensively:
›A simple and efficient approach to #unsupervised #InstanceMatching and its application to #LinkedData of #PowerPlants‹
→ https://doi.org/10.1016/j.websem.2024.100815
1/4
🌺
🏷️ #MachineLearning #InstanceMatching #RecordLinkage #OntologyMatching #ArtificialIntelligence #AutoCal #MatChain #PyPI #WorldAvatar #DigitalTwin #Python #WebSem #KnowledgeGraph
-
Btw, #normalization of #georeference|s is not trivial, because it requires techniques called #InstanceMatching.
It's an entire field of ongoing research.
A search for one of the #Berlin|s should be able to come up with
🌺
🏷️ #OLC #QTH #SemanticFediverse #ActivityPub #Mastodon #Friendica #Pixelfed #Fediverse #Geocode #Georcoding #Georeferencing #OpenLocationCode #PlusCode #Maidenhead #HamRadio #AFU #CBFunk #CitizenBand #CiBi #ActivityVocabulary
-
Btw, #normalization of #georeference|s is not trivial, because it requires techniques called #InstanceMatching.
It's an entire field of ongoing research.
A search for one of the #Berlin|s should be able to come up with
🌺
🏷️ #OLC #QTH #SemanticFediverse #ActivityPub #Mastodon #Friendica #Pixelfed #Fediverse #Geocode #Georcoding #Georeferencing #OpenLocationCode #PlusCode #Maidenhead #HamRadio #AFU #CBFunk #CitizenBand #CiBi #ActivityVocabulary
-
Btw, #normalization of #georeference|s is not trivial, because it requires techniques called #InstanceMatching.
It's an entire field of ongoing research.
A search for one of the #Berlin|s should be able to come up with
🌺
🏷️ #OLC #QTH #SemanticFediverse #ActivityPub #Mastodon #Friendica #Pixelfed #Fediverse #Geocode #Georcoding #Georeferencing #OpenLocationCode #PlusCode #Maidenhead #HamRadio #AFU #CBFunk #CitizenBand #CiBi #ActivityVocabulary
-
Btw, #normalization of #georeference|s is not trivial, because it requires techniques called #InstanceMatching.
It's an entire field of ongoing research.
A search for one of the #Berlin|s should be able to come up with
🌺
🏷️ #OLC #QTH #SemanticFediverse #ActivityPub #Mastodon #Friendica #Pixelfed #Fediverse #Geocode #Georcoding #Georeferencing #OpenLocationCode #PlusCode #Maidenhead #HamRadio #AFU #CBFunk #CitizenBand #CiBi #ActivityVocabulary
-
Btw, #normalization of #georeference|s is not trivial, because it requires techniques called #InstanceMatching.
It's an entire field of ongoing research.
A search for one of the #Berlin|s should be able to come up with
🌺
🏷️ #OLC #QTH #SemanticFediverse #ActivityPub #Mastodon #Friendica #Pixelfed #Fediverse #Geocode #Georcoding #Georeferencing #OpenLocationCode #PlusCode #Maidenhead #HamRadio #AFU #CBFunk #CitizenBand #CiBi #ActivityVocabulary