Knowledge Graph & Solution Builder

Effectively populating the knowledge graph requires robust integration, management, and enrichment capabilities that transform data from multiple sources into structured, actionable knowledge.

• Integration with heterogeneous sources: Through the GNOSS Graph API, the knowledge structure you create can be fed by both structured and unstructured data sources. This flexibility allows information in different formats and conforming to various standards to be integrated, facilitating the unification of all your corporate information into a single knowledge graph.
• APIs for complete resource management: GNOSS provides a comprehensive set of APIs designed for efficient management of your knowledge graph:
  • Resource API: Create, query, modify, and delete knowledge graph resources transactionally, offering complete control over your information with advanced CRUD capabilities. For individual transactional operations.
  • Massive Resource API: A bulk loading system that significantly reduces processing times, optimising operational efficiency when you need to load large volumes of data with parallel processing and memory optimisation. For high-concurrency, high-volume operations.

The true power of knowledge emerges when you connect distributed information, creating networks of relationships that reveal patterns and context impossible to detect in isolated silos.

• Internal linking: Connect entities within your own ecosystem, weaving a fabric of meaningful relationships that reveal organisational patterns and facilitate intuitive navigation between related concepts.
• External linking: Enrich the entities in your graph by connecting them to their counterparts in DBpedia, Wikidata, or your locations in Geonames, providing global context and reducing ambiguity. This linking to external sources multiplies the value of your information exponentially by incorporating the accumulated knowledge held in reference public databases.

This linked data approach transforms your information into an interconnected ecosystem that multiplies its value and utility exponentially, enabling knowledge discoveries that emerge from the connections themselves.

Turn unstructured documents into actionable knowledge, multiplying the value of your existing information assets without the need for costly migrations or manual recataloguing.

• Entity extraction and semantic annotation: A large proportion of organisational knowledge is stored in documents and repositories that lack clear structure. GNOSS can help you surface that hard-to-reach knowledge through entity extraction algorithms and automatic tagging via GNOSS Argos, consolidating it into a unified, queryable knowledge graph. This capability turns unstructured documents into actionable knowledge, multiplying the value of your existing information assets without the need for costly migrations or manual recataloguing.

Democratise access to knowledge by enabling any user to publish information structured according to semantic web standards, with no specialist technical knowledge required.

• GNOSS Semantic Templates: GNOSS automatically generates editing and display forms for each knowledge object defined in your ontology. This functionality means that knowledge graph content can be created both through the resource API and directly via the web interface by users themselves. The semantic forms engine enables any user — even those without technical expertise — to publish structured data according to semantic web standards in a completely transparent way. This democratises the creation of structured knowledge across the entire organisation, making it easy for every department and user to contribute to the enrichment of the corporate graph.

Accelerate application development by enabling developers to automatically download the classes needed to interact with the graph, significantly reducing implementation times.

GNOSS allows your developers to download Java or .NET classes generated automatically from the ontology. These classes are directly integrated with the GNOSS Resource API, streamlining implementation and significantly cutting development times for applications that consume the graph. This automatic code generation ensures consistency between the conceptual model and its technical implementation, eliminating synchronisation errors and accelerating development cycles.

The most effective experiences emerge when technology truly understands the user's context and needs, adapting dynamically to each interaction. GNOSS development tools make it possible to create interfaces where users interact naturally with structured knowledge, making complex technical concepts accessible and intuitive for different professional profiles.

• HOI/HCIR (Human Ontology Interaction / Human Computer Information Retrieval & Reasoning): HCIR is a discipline that studies the design, implementation, and evaluation of interactive computer systems for information retrieval, analysing how this use impacts users. Within the GNOSS ecosystem, HCIR represents the direct interaction between the user and the platform to query, access, retrieve, analyse, share, publish, enrich, or create knowledge. This technology enables the configuration of search systems, contexts, recommendation, analytics, and interpretability. Solutions developed with GNOSS offer Human Computer Information Retrieval & Reasoning services that transform the user experience in accessing and working with knowledge.
• UI/UX Designer: Predictively personalises the cognitive experience of querying and navigating knowledge, enabling comprehensive and interpreted access to the knowledge accumulated by the organisation. The experience designer allows interfaces to be configured for different profiles, usage contexts, and business objectives, ensuring that each user accesses knowledge in the format and level of detail best suited to their needs.

Expand your graph's capabilities through interoperability with external services and data sources, maximising the value of your prior investments.

• Hook System: Expand the capabilities of your knowledge graph through interoperability with external services and data sources. The Hook System makes it straightforward to integrate information from your existing corporate systems, maximising the value of your prior investments and continuously enriching your knowledge base.

Transform technical data into intuitive visual representations that aid understanding and analysis, adapting to the specific visualisation needs of each context.

• Views Generator: A system for generating custom views that transforms technical data into intuitive visual representations, tailored to different user profiles and specific visualisation needs. This capability ensures that each type of user can access graph information in the format most relevant to their needs.

Provides complete access to the knowledge ecosystem, enabling personalised experiences and collaborative ecosystems to be built on top of the graph.

• User API: Encompasses the full range of GNOSS operations for representing users, their interactions, roles, permissions, and behaviours within the knowledge ecosystem, providing granular management of the personalised experience.
• Community API: For creating linked social network spaces built on the unified knowledge graph, enabling collaborative ecosystems where knowledge is generated, shared, and evolves collectively.