Beyond the Semantic Web: Towards an Implicit Pragmatic Web and a Web of Social Representations
Abstract
:1. Introduction
In the eyes of its creator, Tim Berners-Lee, the Semantic Web
can assist the evolution of human knowledge as a whole.([1] p. 43)
Ἡ Τουρκικὴ εἰσϐολὴ στὴν Κύπρο τὸ 1974 ἦταν τουρκικὴ στρατιωτικὴ εἰσϐολὴ στὴν Κυπριακὴ Δημοκρατία. | The Turkish invasion of Cyprus in 1974 was a Turkish military invasion of the Republic of Cyprus. |
- and here is the incipit of the Turkish Wikipedia page (https://en.wikipedia.org/wiki/Turkish_Wikipedia, accessed on 15 April 2023), with translation into English:
Kıbrıs Harekâtı, 20 Temmuz 1974’te Türk Silahlı Kuvvetlerinin Kıbrıs’ta başlattığı askerî harekât. | Cyprus Operation, the military operation launched by the Turkish Armed Forces in Cyprus on July 20, 1974. |
2. Semantics, Pragmatics, Social Representations
S → NP VP
NP → DET N
VP → V NP
N → “Alice” | “Bob’
V → “loves”
Le curé n’était point vieux; la servante était jolie; on jasait, ce qui n’empêchait point un jeune homme du village voisin de faire la cour à la servante. Un jour, il cache les pincettes de la cuisine dans le lit de la servante. Quand il revint huit jours après, la servante lui dit: “Allons dites-moi où vous avez mis les pincettes que j’ai cherchées partout depuis votre départ. C’est là une bien mauvaise plaisanterie.” L’amant l’embrassa, les larmes aux yeux, et s’éloigna. | The parish priest was by no means old; the servant girl was pretty. People gossiped. This, however, did not prevent a young man from a neighboring village from courting the girl. One day he hid a pair of kitchen tongs in the girl’s bed. Eight days later, when he returned, the girl said to him: “Come now, tell me where you put my tongs. I’ve looked everywhere for them since you went away. That’s a very poor joke.” With tears in his eyes the lover embraced here—and walked away. |
3. The Various Kinds of Web
3.1. The “Syntactic” and the Semantic Web
3.1.1. HTML and Its Evolution
- The alt attribute of the img tag (for inserting images), which was introduced in HTML v2 ([16] p. 34) (1995). This attribute was used to contain a hidden description of the image, described as follows:
- text to use in place of the referenced image resource, for example, due to processing constraints or user preference.
- The acronym and abbr elements, introduced in HTML v4 (1999) ([17] Section 9.2.1). The title attribute of these elements is meant to contain the expanded version of the abbreviation or acronym (the distinction between abbreviation and acronym was irrelevant; therefore, the acronym tag became obsolete in HTML v5, while the abbr is still valid today). The part of the specification that justifies the existence of these elements is as follows:
- Marking up these constructs provides useful information to user agents and tools such as spell checkers, speech synthesizers, translation systems, and search-engine indexers.
- The ruby element, introduced in HTML v5 (2011) ([18] Section 4.6.19). This element is useful for sinographic languages and adds an annotative layer above or next to sinograms (cf. [19] p. 822). When this layer is hidden through CSS code, annotation (or the main text layer) becomes implicit information in the Web page code.
3.1.2. The Semantic Web
Most of the Web’s content today is designed for humans to read, not for computer programs to manipulate meaningfully. Computers can adeptly parse Web pages for layout and routine processing—here a header, there a link to another page—but in general, computers have no reliable way to process the semantics([1] p. 36)
3.2. The Pragmatic Web: 2002–2020
3.2.1. Pioneers
The Web is a symbolic system, and its symbols are Web page content and markups. Normally, browsers and human users interpret these symbols. For machines to exploit information on the Web, we must consider the meanings of symbols explicitly. Semiotics, the study of symbolic systems, has three parts: Syntax, or structure; Semantics, or structure-based meaning; Pragmatics, or context-based meaning.([15] p. 4)
Admittedly, the Semantic Web is a necessary step from the syntax (HTML) level to the semantics (meaning) level. However, still one crucial level is lacking: that of pragmatics: what is the purpose of the information? How do we use it, and change it, as we use it? ([22] p. 237)
We, therefore, also propose the development of a Pragmatic Web. In this Web, essential pragmatic processes are carefully defined and automated where possible. In this way, human beings can focus on their unique qualities of creative thinking, balancing options, and wisely using their unlimited supplies of tacit knowledge.([22] p. 238)
First and foremost, this narrow understanding of semantics lacks the semiotic components of the utterers and the interpreters of the data, indispensable in pragmatic approaches to inquiry. And so, one still needs to understand how the metadata, such as one provided by the schema of Resource Description Framework (RDFS) or its ilk, will be connected to the interpreters and objects of data. This connection defines the pragmatic meaning of data. ([24] p. 982)
to make a strict conceptual separation between modeling and using ontologies, to identify meta-patterns, i.e., pragmatic patterns that can be used in meaning evolution processes in communities of users in order to make existing ontologies more useful and easier to change.([25] p. 8)
- Pragmatic context: a pattern that defines the speakers, hearers, type of communication, and identifiers of the individual and common contexts of a community.
- Individual context: a pattern that defines an individual community member, individual context parameters, and an identifier of the individual context ontology.
- Common context: a pattern that defines the common context parameters and an identifier of the common context ontology of a community.
- Individual pragmatic pattern: a meaning pattern relevant to an individual community member. An individual context ontology consists of the total set of meaning patterns relevant to that individual.
- Common pragmatic pattern: a meaning pattern relevant to the community as a whole. The common context ontology consists of the total set of common meaning patterns relevant to the community.
The most problematic assumption [of the Semantic Web] is that context-free facts and logical rules would be sufficient. […] However, it is not necessary to reach for context-independent ontological knowledge. Most of the ontologies used in practice assume a certain context and the perspective of some community. […] Ontologies are not fixed but co-evolve with their communities of use. Communication partners have to agree continuously on what they can assume to be the shared background. […] An ontology is an agreed-upon conceptual specification used for making ontological commitments. The crucial question is: how do human agents commit and renegotiate their meaning commitments?([26] pp. 75–76)
The authors quote Singh [21]:The best hope for the Semantic Web is to encourage the emergence of communities of interest and practice that develop their own consensus knowledge on the basis of which they will standardize their representations.([21] p. 2)
3.2.2. First International Pragmatic Web Conference
(1) Deixis: The way the relationship between language and context is reflected in the structures of languages (e.g., the meaning of `this’).
(2) Conversational Implicature: Pragmatic inference based on assumptions about the cooperativeness of the conversational participants, not the semantic inferences drawn from the meanings of words, phrases, or sentences (e.g., how it is possible to mean more than what is said).
(3) Presupposition: Pragmatic inferences that depend in part on semantics but that interact with contextual factors.
(4) Speech acts: Inferences about the meaning of actions performed with words and how people convey and understand that meaning using content and rules about actions (e.g., using words to make promises, requests, bets, invitations).
(5) Discourse structure: The relationship between the organization of conversation and utterance meaning. The sequential order of an utterance plays a role in what that utterance means.([27] p. 11)
a set of abstract principles that people employ to devise communication strategies and practices that solve the puzzles of meaning, action, and coherence in face-to-face interaction([27] p. 12)
developing a meta-language for talking about the pragmatic layer of the Web and in applying that meta-language to describe the relationship among people, their tools, and the activities in which they engage.([27] p. 20)
The world, indeed our lives, make sense to the extent that we can sustain a coherent narrative about who we are and why we matter. If the story fragments, our identity crumbles if we cannot re-integrate it into our narrative. When we are confronted by breaches in normality, Karl Weick [30] draws our attention to sensemaking as literally “the making of sense”: sharing interpretations using different representations of the situation.([29] p. 24)
the Pragmatic Web aims at improving human collaboration, and its central object, therefore, is the (social) action. Currently, social actions are performed by humans. The Pragmatic Web challenge is that agents can effectively support humans in performing their social actions. To achieve that, agents must be able to enter meaningful conversations and get at agreements.([32] p. 61)
the ability to reason (in any form) about information gives it the status of “knowledge”. This aspect of the Web has been called the Semantic Web.([33] p. 67)
encompasses all of the semantic, social, and cultural knowledge relevant to the use of the model.([33] p. 70)
that each participant [in an activity] is supported by a knowledge assistant that maintains a conceptual graph representation of their current context, goals, mental state, etc. These graphs are exchangeable with other participants’ assistants in order to communicate and collaborate. Such a system has not yet been built; however, there are several current efforts to support such environments.([33] p. 73)
- How data contained in the Web pages can be used to allow more efficient searches;
- How can we make sure that the data analyzed in the page is contextually the one the user expects/wants;
- How can we make sure that even if the data belongs to the correct `context,’ the content was not tampered with in a bid to highly rank the pages. ([34] p. 82)
Social layer Trust of the source of information (identification of source), social ranking–popularity, social Impact on the identity of the site AND on the users to visit it Pragmatic layer Usage determination of the context of the search Semantic layer Meaning using Standards such as XML, RDF or OWL ([34] p. 85)
3.2.3. Second International Pragmatic Web Conference
[a] pragmatic and behavioral/decision layer which consists of the organizational norms and values (e.g., deontic norms, needs, avoidance), the joint goals/interests/purposes (beliefs/wants/desires), the strategies and decision logic (deductive logic and abductive plans), the behavioral reaction logic, and the used negotiation and coordination interchange patterns with the community members but also with external agents.([36] p. 19)
the use of formal semantics in the higher strata of the Web’s semantic cake covers only a small part of the semiotic contents, especially when these depend on cultural factors and/or are subject to debate. […] In these situations, it is necessary to use approaches other than those of referential languages and to use the rhetorical/hermeneutic approach [by François Rastier] instead.([41] p. 216)
3.2.4. Third International Pragmatic Web Conference
- (i)
- pragmatics as the study of the use and context-dependent meaning of signs;
- (ii)
- pragmatics as the study of the use and the context of signs. ([42] p. 36)
3.2.5. Subsequent Work
The Pragmatic Web thus consists of the tools, like virtual agents, practices and theories describing why and how people put, retrieve and use information on the Web; it is broadly speaking about social interaction via the Web.([51] p. 75)
This extends the Semantic Web to a rule-based Semantic-Pragmatic Web [15].which puts the independent micro-ontologies and domain-specific data into a pragmatic context, such as communicative situations, organizational norms, purposes, or individual goals and values.([52] p. 186)
Analogue pragmatics gives us a toolkit for understanding how people manipulate features of text and context to design interactions in ways that influence the direction and outcomes of communication. Algorithmic pragmatics, rather than focusing on closed systems of usually dyadic communication, sees pragmatic norms as operating within open complex systems in which information circulates and inferences are formed on multiple levels, in multiple contexts, based on multiple logics that both exploit and defy the forms of reasoning characteristic of human-to-human communication. Understanding it requires asking how algorithms form inferences based on people’s actions, how they create context and construct identities for people, and how they coerce behavioral change. Whereas analogue pragmatics is about how people “do things with words”, algorithmic pragmatics is about how algorithms “do things” with people.([55] p. 25)
3.2.6. Conclusion on the Pragmatic Web
4. Our Proposal for an Implicit Pragmatic Web and Web of Social Representations
4.1. An Implicit Pragmatic Web
4.1.1. Speech Act Theory
4.1.2. Reference Assignment and Disambiguation
4.1.3. Implicit Meaning: Implicatures
Scott Pelley: How do we overcome where we are today?Barack Obama: There’s no American figure that I admire any more than Abraham Lincoln, but he did end up with a civil war on his hands. I think we’d like to avoid that.([62] 08:33)
INPUTIn Lincoln’s time, conditions for civil war were metLincoln was the best president everLincoln was not able to avoid a civil warCONTEXTUAl ASSUMPTIONWhat the best president cannot do, another president can do even lessIMPLICATED CONCLUSIONNo president can stop civil war when conditions are met (1)INPUT (None)CONTEXTUAL ASSUMPTIONSWhen the populace is divided and/or polarized, conditions for civil war are met(1) No president can stop civil war when conditions are metIMPLICATED CONCLUSIONWhen the populace is divided and/or polarized, civil war is unavoidable (2)INPUTCivil war is a disastrous potential outcomeCONTEXTUAL ASSUMPTIONSDisastrous potential outcomes must be stopped at all costs(2) When the populace is divided and/or polarized, civil war is unavoidableIMPLICATED CONCLUSIONActions must be taken to stop division and/or polarization of the populace, at all costs (3)INPUTThe current president divides/polarizes populaceCONTEXTUAL ASSUMPTIONS(3) Actions must be taken to stop division and/or polarization of the populace, at all costsFINAL IMPLICATED CONCLUSIONThe current president must be stopped, at all costs
4.1.4. Figurative Language
Metaphors
[…] the Semantic Web was on life-support since its inception, and it continued to survive only with the medical intervention of academic departments
Irony and Sarcasm
Whether Donald Trump will do the same thing, we’ll have to see. So far, that’s not been his approach, but hope springs eternal. There’s a promised land out there somewhere.([62] 12:23)
4.2. A Web of Social Representations
4.2.1. History of Social Representation Theory
4.2.2. Structure of Social Representations and Methodologies for Extracting Them
- A central core, which is linked to collective memory, defines the homogeneity of the group, is diachronically stable, coherent, rigid/indefeasible, generates the signification of the social representation, and determines its organization. The core consists of elements and relations between elements. Abric ([126] p. 59) emphasizes the importance of relations: he gives the example of a study about the theme of work in two different groups of young people, the first group consisted of qualified individuals with high degrees, and the second group of unqualified individuals. In the first case, he gathered the three elements “make a living”, “personal fulfillment”, and “social recognition”; in the second case, he gathered the elements “make a living”, “constraints”, and “financing leisure time”. The same cognitive element “make a living” is related to the other elements in very different ways: in the first case, it is a personal or social value; in the second case, a means to satisfy individual needs.
- A periphery, which permits the integration of individual experiences and past histories, supports the group’s heterogeneity, is flexible and bears contradictions, allows adaptation to concrete reality, and protects the central core.
- A mute zone (which can again be subdivided into a central core and periphery). In certain contexts, there is a mute zone of social representation for particular objects. This mute zone comprises elements of the representation not verbalized by the subjects with the traditional collection methods. The example given by [126] is J.-M. Le Pen’s second position at the presidential elections of 2002, contradicting all pollsters: he hypothesizes that Le Pen voters were ashamed to declare their voting intentions to pollsters, even anonymously.
4.2.3. Our Proposal of a Web of Social Representations
- to a subject, the central theme of the social representation;
- to one or more communities in the network of human communities. It has geographic components (the inhabitants of a given town or region) but also other criteria, such as profession, hobby/fandom, religious beliefs, political orientation, age, etc. Community detection in social networks can also provide input for such a network which, of course, evolves in time;
- to the “contents” of the social representation, which can be represented, e.g., by RDF triples in an ontology. These triples should ideally be classified according to their belonging to some structural part of the social representation, for example, the periphery, the central core, or the mute region;
- to a time interval , on which both the community and the social representation depend. Time is very important since a current event and especially a high-profile event can change social representations drastically;
- to a source: social representations must be established scientifically. Therefore, the source of every such data structure must be given. Otherwise, any political party or corporation could invent social representations to suit its needs.
4.2.4. An Example: Suicide in Brittany and Alsace
it may be that the Alsace population has a more global view of the nature of depression and of some of its symptoms: sadness, despair, unhappiness, suffering. As a consequence, we could postulate that Alsacian population is more ready to identify depression, which might facilitate access to healthcare services for people suffering from depression. This hypothesis is supported by the presence of the item ‘call for help’.([107] p. 7)
- Subject: Suicide (node Q10737 of Wikidata, and code CUI C0038661 of the Diseases Database (http://www.diseasesdatabase.com/umls_cui_home_plus.asp?strCUI=C0038661, accessed on 6 July 2023));
- Communities: Inhabitants of French region Brittany (Wikidata Q12130) and French region Alsace (Wikidata Q1142);
- Contents: the original triples are “Suicide is Suffering”, “Suicide is Despair”, “Suicide is Death”, etc. After interpretation by experts (in this case, psychiatrists and psychologists) the triples may have more elaborate predicates, such as “Suicide results from Suffering” (or “Suicide results in Suffering”, depending on the interpretation), “Suicide is caused by Despair”, “Suicide results in Death”, etc.Depending on the method used, these triples may be more or less precise and may leave room for more or less interpretation by the conductor of the study;
- Time: February 2015 ([131]);
- Source: [107], a paper in a renowned international journal in social psychiatry.
5. Conclusions
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
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Semantic Web | Pragmatic Web |
---|---|
Information exchange | Collaboration |
Document | Action |
Agents can analyze documents | Agents can perform delegated actions |
Semantic descriptions | Conversations and agreements |
Ontologies | Communities |
Description logic, knowledge representation | Communication theory, multi-agent systems |
Finding services | Composing, adapting services |
Highly Ranked | Low Ranked | |
---|---|---|
Brittany | ||
High Frequency | Suffering, despair, death, unhappiness, collective trauma | Solitude, sadness, depression |
Low Frequency | Relief, cowardice, solution | Incomprehension, giving in, deadlock, end |
Alsace | ||
High Frequency | Suffering, despair, death, unhappiness, depression | Solution, collective trauma |
Low Frequency | Escape, cowardice | Solitude, relief, call for help, incomprehension, deadlock |
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Haralambous, Y.; Lenca, P. Beyond the Semantic Web: Towards an Implicit Pragmatic Web and a Web of Social Representations. Future Internet 2023, 15, 239. https://doi.org/10.3390/fi15070239
Haralambous Y, Lenca P. Beyond the Semantic Web: Towards an Implicit Pragmatic Web and a Web of Social Representations. Future Internet. 2023; 15(7):239. https://doi.org/10.3390/fi15070239
Chicago/Turabian StyleHaralambous, Yannis, and Philippe Lenca. 2023. "Beyond the Semantic Web: Towards an Implicit Pragmatic Web and a Web of Social Representations" Future Internet 15, no. 7: 239. https://doi.org/10.3390/fi15070239
APA StyleHaralambous, Y., & Lenca, P. (2023). Beyond the Semantic Web: Towards an Implicit Pragmatic Web and a Web of Social Representations. Future Internet, 15(7), 239. https://doi.org/10.3390/fi15070239