Affichage des articles dont le libellé est English. Afficher tous les articles
Affichage des articles dont le libellé est English. Afficher tous les articles

samedi 3 juin 2023

Technology-supported learning of proof in mathematics

Cabri-Euclide, Luengo, 2005
Proof assistants, an automatic theorem proving research track, are reaching a maturity which suggests that is possible to the exploration of their use for the learning of proof in  mathematics first at the level of higher education and at tentatively the upper secondary school. 

It in the context of this pioneer research that is organised the PAT 2023 Thematic School which seeks to offer a broad spectrum of current research in the field of didactic of proof, the impact of the use of proof assistants in education, formalization of mathematics and user interfaces for theorem proving. I will give a lecture which will include  (1) a survey of the evolution of AI research on the learning of proof in mathematics, (2) lessons learned from the past focusing on the relations between reasoning-proving and knowledge representation, and on the problem of feedback, eventually (3) didactic analysis of the teaching of mathematical proof and its implications for the design of learning environments. The introduction will outline the history of the teaching of proof in mathematics, a short epilogue will raise epistemological issues.

Suggested readings:

Arzarello, F. (2007). The proof in the 20th century (From Hilbert to Automatic Theorem Proving Introduction). In P. Boero (Éd.), Theorems in School : From History, Epistemology and Cognition to Classroom Practice (p. 43‑63). BRILL.
Balacheff, N. (2023). Notes for a study of the didactic transposition of mathematical proof. Philosophy of Mathematics Education Journal, 2023 volume
Balacheff, N., & Boy de la Tour, T. (2019)
. Proof Technology and Learning in Mathematics : Common Issues and Perspectives. In G. Hanna, D. Reid, & M. de Villiers (Éds.), Proof Technology in Mathematics Research and Teaching. Springer.
Czocher, J. A., & Weber, K. (2020). Proof as a Cluster Category. Journal for Research in Mathematics Education, 51(1), 50‑74.
Hanna, G., & Xiaoheng, (Kitty) Yan. (2021). Opening a discussion on teaching proof with automated theorem provers. For the Learning of Mathematics, 41(3), 42‑46.
Luengo, V. (2005). Some didactical and Epistemological Considerations in the Design of Educational Software : The Cabri-euclide Example. International Journal of Computers for Mathematical Learning, 10(1), 1‑29.

lundi 20 septembre 2021

Tour du monde des traditions doctorales

Les règles d'admission à la préparation d'un doctorat varient d'un pays à l'autre, il en va de même pour la préparation de la thèse  et, bien sûr, pour les traditions de sa soutenance. Ton de Jong, professeur de psychologie dont les recherches sont dans le domaine des technologies pour l'apprentissage humain, a eu l'idée d'inviter les membres de son très large réseau à témoigner de ce qu'il en est dans leurs pays. 

Nous avons ainsi eu l'occasion, Erica de Vries et moi, de rédiger quelques pages sur la préparation d'une thèse en France. Nous l'avons fait à partir de la documentation réglementaire et de notre expérience de la direction de recherche, et de membres de jurys de thèses. Nous n'appartenons pas aux mêmes disciplines, ainsi avons-nous noté des différences quant aux conditions d'accès à la thèse mais pas sur la tradition de soutenance sensiblement plus informelle que dans d'autres pays. 

Graduating around the globe est disponible en ligne. 

mardi 12 janvier 2021

Remarks on truth, the word and more

This post has been written in the context of the preparation of a text on the teaching and learning of mathematical proof. I noticed some years ago that we need to have a discussion on what we mean by "proof". I now realized that "truth" may deserve some attention as well, especially in the context of expressing in one language what we think in another one.


Proof and truth are inseparable concepts, yet discussions on what can count as proof in the mathematics classroom develop as if the meaning of truth were clear. The meaning and nature of truth seem to be an irrelevant issue in mathematics where true and false are just the two elements of a set where propositions or predicates take value, while the questioning of these meanings and their nature is one of the central subjects of philosophy. As it happens, Kleene’s first chapter to his classic book Mathematical logic (1967) does not spend even a sentence on defining true and false, even though the introduction is dedicated to fixing the formalism of his first chapter. But mathematical logic is not the logic of mathematics insofar as the activity of mathematicians is not reduced to carrying out a formalism. “Actually, the criterion of truth in mathematics is the success of its ideas in practice; mathematical knowledge is corrigible and not absolute; thus, it resembles empirical knowledge in many respects”, wrote Hilary Putman in a brief paper entitled What is mathematical truth? (1975 p. 529). There is something radical in Hilary Putman’s position paper, but it is not without relevance for proceeding with the objective I have in the text I am preparing. More than a science, in the mathematical classroom, mathematics is a practice.

The meaning of the words “true” and “truth” in the mathematics classroom borrows its substance from the vernacular culture and the culture emerging from the interactions among students and with the teacher, and from their management. But, if students in higher education as well as mathematicians maintain a difference between the mathematical meanings of true and truth from the meaning of these words in other scientific practices or everyday life, this is not the case for K-9 learners. Early mathematical conceptualizations develop based on a vernacular culture, and one can reasonably claim that this lasts until the middle of the junior high school when mathematical proof starts to appear as such. Hence, my papers, written in English but first contemplated in French deserve to question whether the translation of the French vrai by the English true carries any semantic significance.

The etymology of true (n. truth), according to the Vocabulaire Européen des Philosophies (2004), goes back to a metaphorical origin in the word tree, which denotes firmness, steadfastness or faithfulness. Its evolution does not exclude this origin but includes other meanings among which are also certain, accurate, correct and mathematical meaning as well (i.e. logical necessity). The order of these meanings may vary from one dictionary to another, or from one edition of the same dictionary to another, but they are all still there. Today, the contemporary use of true/truth puts sincerity and reliability ahead of veracity (ibid. p.1350). Both notions underlie the first meaning proposed by the popular Oxford Advanced Learner’s Dictionary: “the truth [singular] the true facts about something, rather than the things that have been invented or guessed”. Then, a first example is given: “Do you think she's telling the truth?”

The etymology of vrai (n. verité) traces its origin back to the Latin word veritas whose paradigm is normative: it refers to the correctness and the validity of a rule; it is the legal truth that a legitimate institution locks and preserves (ibid. p.1342). The evolution of its meaning from the Middle ages to the contemporary epoch introduces the producer of the statements claimed true, with the assessment of their sincerity and correspondence – adequacy, conformity – to the thing. The latter dominates the former as witnessed by the popular French dictionary Le Robert which states: Vérité [n. f.] What the mind can and must give its assent to (as a result of a relationship of conformity with the object of thought, of an internal coherence of thought): sincerity is not absent but comes as the sixth and last meaning in the list.

I take the case of English and French, but in fact we must go beyond these cases by questioning the languages and background cultures of all research projects on the teaching and learning of mathematical proof. The epistemological differences silently shape research, while being aware of them should lead to a more sophisticated understanding of each other’s work and results. This is a general phenomenon known from research on comparative literature: “no philosophical argument or picture of the world can be divorced from the language, style, rhetoric, means of presentment and illustration in which it is stated” (Steiner, 1996, p. 157). In the case of mathematics, the publications and communications to which I have had access, do not suggest insurmountable conflicts or contradictions across the different cultures and history of truth: rather they present differences in the relative weights given to its various dimensions. We will benefit from being aware of the influence of these differences on the way we approach research.

Eventually, the investigation which started by noticing possible translation issues ends up inviting us to consider the vernacular epistemology as complementary to the attention classically paid to the role of the vernacular language. In other words, the tension between vernacular languages and the mathematical language – which we could pretend to be universal – should lead to questioning the culture that proof and truth carry with them, and despite which the socio-mathematical culture and norms must find their place in the school mathematics.

Confident in the wisdom of Donald Davidson’s (1996) warning that it is folly to try to define truth, I will not try to answer Hilary Putmann’s question, What is mathematical truth?, not even limiting its scope to the sole purposes of research in mathematics education. But the word truth and the concept it labels, do not stand alone; it is tightly related to the concept that the word proof refers. I am willing to take this relation into account, and I concur with Viviane Durand-Guerrier (2008, p. 373) when she asserts the “relevance of the distinction and relationship between truth and validity in mathematical proof for mathematics education”, taking on board the differences between common sense and mathematical logic, and generally “emphasizing the articulation between syntax and semantics” (ibid.). Her argumentation builds upon Alfred Tarski’s (1944) solution to “[the problem of] giving a satisfactory definition of [truth], i.e., a definition which is materially adequate and formally correct.” (ibid. p. 341). Tarski first defines satisfaction: “given objects satisfy a given [sentential] function if the latter becomes a true sentence when we replace in it free variables by names of given objects” (ibid. 353). Then comes the definition “of truth and falsehood simply by saying that a sentence is true if it is satisfied by all objects, and false otherwise” (ibid.) Tarski’s definition grounds the deduction theorem which bridges syntax and semantic, truth and validity. But, taking this perspective is not enough in the case of early learning since this definition requires that sentences are elements of “[a language] whose structure has been exactly specified.” (ibid. p. 347). Yet we know it is not the case for language at work at the K-10 level.

To clarify the consequence of having at stake such a teaching context – but even though it may still hold beyond this – I adopt the distinction made by John Langshaw Austin between statement and sentence:

“A statement is made and its making is an historic event, the utterance by a certain speaker or writer of certain words (a sentence) to an audience with reference to an historic situation, event or what not.
A sentence is made up of words, a statement is made in words. A sentence is not English or not good English, a statement is not in English or not in good English. Statements are made, words or sentences are used. We talk of my statement, but of the English sentence (if a sentence is mine, I coined it, but I do not coin statements).” (Austin, 1950, p. 3)

The utterance of a statement requires words and a good command of linguistic rules to produce a sentence true to the communication objective which underpins it; this objective includes semantic adequacy and formal correctness. But, paraphrasing Donald Davidson, we know that most students may not speak the language for which mathematical truth has been defined (ibid. 1996, p. 277). They have to learn the language of mathematicians, becoming aware of the way it deals with mathematical objects, properties and relationships, which are involved throughout the mathematical activity. Acquiring this linguistic competence is key for the success of learning. Moreover, John Langshaw Austin’s introduces a speaker and an audience, in other words the intentional character of the speech act uttering truth, and its social dimension. Hence, aside from coherence and correspondence, the hypothesis – more often than not implicit – of sincerity and steadfastness of the speaker and of the audience must be included.

Although this discussion may be somewhat limited, it sheds light on the difficulty of comprehending the meaning of the words true/truth when taking a step beyond mathematical logic while remaining within the mathematical territory – of which learning mathematics is part. While mathematics as a scientific discipline is universal, mathematical activity is diverse. It embraces the cultural, historical and contextual characteristics of the society in which it develops. This is even more so for its learning and teaching, which are situated mathematical activities framed by institutions and political projects of a society.

I will not dare a definition but I propose four conditions on a sentence to be held true: 

  • to be ethically minded (sincerity, reliability)
  • to be linguistically appropriate (statement vs sentence)
  • to be semantically adequate (correspondence)
  • to be formally correct (coherence)


Based on what research has shown so far, we can tell that these conditions will not have the same importance within the transition from argumentation at the earliest learning stages to mathematical proof. Nevertheless, these should be considered and assessed against the level of students’ acculturation to the mathematical practice. I suggest that we ought to take on such epistemological and didactical perspectives to revisit the classical issue of defining mathematical proof in order to fit the needs of mathematics learning and teaching. 

Aknowledgements: many thanks for their valuable feedback  to Viviane Durand-Guerrier, Patricio Herbst, Joel Hillel, and Richard Noss.

mardi 31 mars 2020

The transition from mathematical argumentation to mathematical proof, a learning and teaching challenge


https://www.icme14.org/static/en/index.html
Due to the development of the DOVID-19 pandemic, ICME-14 has been postponed by one year, probably until next summer 2021. Indeed, no body knows what the future will be like. So, I chose to share there the abstract of my lecture. Be life kind enough to allow me to attend ICME-14 whenever, wherever. 

Comments and questions on this post will be much appreciated. They will contribute to my reflexion which continues on the mathematical status of argumentation.

Mathematical proof is the backbone of mathematics as a scientific discipline. All along the 20th century, the meagre success of its teaching prompted most of the decision makers to postpone it until children have achieved a certain cognitive development. Research outcomes of the last decades suggest that the teaching challenge can be overcome, hence the nowadays wide consensus that mathematical proof ought to be part of curricula at whatever grade from kindergarten to university. To properly express this objective requires finding an adequate characterization of proof and the right words while one has been accustomed to using several different ones as mere synonymous.
First, I suggest to slightly change the didactical problem from learning proof to understanding how can be asserted the truth value of a statement in mathematics at different grades. This requires to tighten the links between problem-solving and proving, as well as between knowing and proving. I develop this position focusing on three terms: control, argumentation and proof. The choice of these terms intends to denote three regimes of validation whose respective weights change along the continuum from solving a problem to communicating its solution according to the mathematics standards in force at a given grade. 
Second, I shall shape the relations between argumentation and proof from an epistemological and didactical perspective. Doing this, I will pay attention to our linguistic, cultural and epistemological differences.
Although the historical roots of mathematical proof could give it legitimacy, the concept of mathematical argumentation will be a didactic concept and not the transposition of a mathematical one. The inherent social nature of argumentation would otherwise make a lasting impact on the understanding of mathematical proof. Although being the product of a human activity which certification is the outcome of a social process, a mathematical proof is independent of a particular person or group. The standardization of proof in mathematics, in addition to the institutional character of its theoretical reference, entails its depersonalization, decontextualization and atemporality. While argumentation is intrinsically dependent on an agent, individual or collective, and is “situated”.

Eventually, the characteristics of mathematical argumentation must not only distinguish it from other types of argumentation in order to manage its evolution to mathematical norms, but it must also be operational when it comes to arbitrating students' proposals in order to organize and capitalize on them in the classroom knowledge base. How, for example, can be arbitrated the case of the generic example that balances the general and the particular; a balance found at the end of a contradictory debate seeking an agreement which should be as little as possible a compromise?

dimanche 9 février 2020

Mathematical argumentation as a precursor of mathematical proof


https://www.educ.cam.ac.uk/research/groups/sciencetechnologymaths/maths/seminars/MERG%20seminar%20posters/MERGPoster_NicolasBalacheff.pdf
I am delighted to discuss research on mathematical proof soon with Andreas Stylianides and the Cambridge Mathematics Education team.

Here is the seminar abstract:
Along history or across educational traditions, the space given to mathematical proof in compulsory school curricula varies from a quasi-absence to a formal obligation which for some has turned into an obstacle to mathematics learning. The contemporary evolution is to give to proof the space it deserves in the learning of mathematics. This is for example witnessed in different ways by The national curriculum in England (2014), the Common Core State Standards for Mathematics (2010) in the US or the recent Report on the teaching of mathematics (1918) commissioned by the French government; the latter asserts: The notion of proof is at the heart of mathematical activity, whatever the level (this assertion is valid from kindergarten to university). And, beyond mathematical theory, understanding what is a reasoned justification approach based on logic is an important aspect of citizen training. The seeds of this fundamentally mathematical approach are sown in the early grades. These are a few examples of the current worldwide consensus on the centrality proof should have in the compulsory school curricula. However, the institutional statements share difficulty to express this objective. The vocabulary includes words such as argument, justification and proof without clear reasons for such diversity: are these words mere synonymous or are there differences that we should pay attention to? What are the characteristics of the discourse these words may refer to in the mathematics classroom? Eventually, how can be addressed the problem of assessing the truth value of a mathematical statement at the different grades all along compulsory school? I shall explore these questions, starting from questioning the meaning of these words and its consequences. Then, I shall shape the relations between argumentation and proof from an epistemological and didactical perspective. In the end, the participants will be invited to a discussion on the benefit and relevance of shaping the notion of mathematical argumentation as a precursor of mathematical proof.

Monday 18th November 2019, 2.30-4.00pm
Faculty of Education, Donald McIntyre Building (room GS4)


mardi 5 novembre 2019

Rosamund, a European researcher


https://nicolas-balacheff.blogspot.com/p/update-paying-tribute-and-condolance.html
On November the 16th, the Mathematics Education community will gather in Bristol to pay tribute to Rosamund Sutherland and to celebrate her life and academic work. Among many friends and colleagues, I will contribute by witnessing her outstanding contribution to the building of a European Mathematics Education and Technology Enhanced Learning Research community.  A distinctive sign of Rosamund's scientific commitment was to overcome the barriers and boundaries between cultures, whether theoretical, professional or epistemological, in search of tolerance and inclusiveness beyond the necessary rigour of our work.
"My approach is to respect the perspective of others, whilst at the same time pushing different approaches. Is this what interdisciplinary work means?" (email 15/12/2009)

Program of the day and (required) free registration [here


mercredi 5 septembre 2018

The complexity of the epistemological genesis of mathematical proof

Travelling through Tokyo and Singapore, it is a great pleasure to make a stop and meet colleagues and friends, hence one talk and two seminars. First at the Joetsu Seminar of Research on Mathematics Education in Tokyo on September the 13th, then in Singapore for a seminar at the Mathematics and Mathematics Education (MME) laboratory of the National Institute of Education (NIE) on September the 18th.
Abstract
Early learning of mathematics is first rooted in pragmatic evidences or learners’ confidence in the facts and procedures taught. Nonetheless, learners develop a true knowledge which works as a tool in significant problem situations, and which is accessible to falsification and argumentation. As teachers know, they could validate what they claim to be true, but based on means in general not conforming to mathematical standards. Teaching these standards requires an evolution of their understanding of what can count as a proof in the mathematical classroom, as well as an evolution of their mathematical knowing. This claim is discussed from the perspective of modelling the learners ways of knowing (the model cK¢), within the framework of the theory of didactical situations, bridging the semiotic system they use, the type of actions they perform and the controls they implement either to construct or to validate the solutions they propose to a problem.



Although this presentation is self-content, it could be interesting to complement it with the CINVESTAV talk which focused more on the didactical situations of validation [ppt], one of the specific situations of the Theory of didactical situations [ppt]

dimanche 12 novembre 2017

Explanation, proof and mathematical proof - A needed clarification

November 21st update: the final version of Gila Hanna paper “Reflections on proof as explanation” will no longer include the comment which justified this post. However, taking into account this comment was important and the following clarification of the misleading diagram is necessary. I thank Gila for the quality of our exchange and for giving me the opportunity of this clarification.



 For about 30 years, I have used the Venn diagram reproduced here, without noticing how seriously it could be misleading once separated from its context. I realized that when reading recently Gila Hanna “Reflections on proof as explanation” (Hanna 2016). She  referred to this diagram in support to the claim “If one were to take the position that an explanation is simply a deductive argument, then all proofs would automatically be explanations”. This is the consequence of a quick reading of the paper where I used this diagram (Balacheff, 2010, p.130), but with a text making explicit the meaning of the three sets and the corresponding perspective.

In the said 2010 paper, entitled “Bridging proving and knowing in mathematics”, I postulated the following: “the explaining power of a text (or non-textual ‘discourse’) is directly related to the quality and density of its roots in the learner’s (or even mathematician’s) knowing.” I then added explicitly that such a text or discourse is “an “explanation” of the validity of a statement from the subject’s own perspective.” The following intended to position the three expressions: explanation, proof and mathematical proof.
“What is produced first is an “explanation” of the validity of a statement from the subject’s own perspective. This text can achieve the status of proof if it gets enough support from a community that accepts and values it as such. Finally, it can be claimed as mathematical proof if it meets the current standards of mathematical practice. So, the keystone of a problématique of proof in mathematics (and possibly any field) is the nature of the relation between the subject’s knowing and what is involved in the ‘proof’.” (my today emphasis)
Setting this framework was cautious enough not to restrict mathematical proof to logic in a narrow sense but to “the current standards of mathematical practice”. I must recognize that using such a diagram was a bit risky, and misleading for a quick reading.

I first developed this approach at the end of the 80s. Taking the perspective of the learner’s knowing, I chosen the word “explanation” instead of “argumentation” to account for the genuine effort of the learner to respond to the “why” a statement or a result is valid based on his or her “existing knowledge” – as Gila Hanna refers to it; the ground of the claim for validity being the functional organization and semantic value of the statements as opposed to what Duval called their epistemic value. Indeed, the ultimate aim of an explanation is to modify the epistemic value of the statement or result which initially is best qualified as a conjecture. Transforming one's own personal explanation of the validity of a statement into a proof (or a mathematical proof) is a complex process not always successful nor possible. When reading a proof, the reverse process necessary to get from it an explanation of the claimed validity is in itself an issue. It means constructing the links between the content and structure of the proposed proof and the reader’s own existing knowledge. It is in this manner that I understand the issue of the explaining power of a proof.

Hanna G. (2016) reflections on proof as explanation. In: 13th International Congress on Mathematical Education. Hamburg, 24-31 July 2016 [https://www.researchgate.net/publication/316975364]

mardi 13 juin 2017

A note on Bourbaki's definition of function, in the context of Anna Sfard characterization of conceptions



The Ana Sfard influential article published in Educational Studies in Mathematics in 1991 on the dual nature of mathematical conceptions is still important to read. I recently came back to this paper while working on the conceptions of function using of the modelling framework cK¢.  Indeed there is a difference in our approaches since her approach of Ana Sfard, defining a conception as the mental counterpart of a concept, the latter being the official form of a "mathematical idea". This meaning of "concept" seems close to the usual meaning of the French word " savoir", and far from the one adopted for cK¢ -- but this is another discussion. On the other hand both approaches have in common the recognition of methodological constraints: we have no choice in order to make sense of the formation of abstract (mathematical) objects but to describe them in terms of such external characteristics as student’s behaviours, attitudes and skills (Sfard 1991 p.19).

Anna Sfard distinguishes two types of conception, operational and structural. The former is characterized in terms of processes, algorithms and actions, while the latter is "treating mathematical notions as if they referred to some abstract object" (ibid. pp.3-4). The methodological constraints gives an advantage to evidencing operational conceptions but make it delicate for structural conceptions. Following Anna Sfard, a critical indicator of the presence of a structural conception is the capacity to recognize an idea "at a glance" and "to manipulate it as a whole, without going into details" (ibid. p.4).  This emergence of a structural conception would be empirically reflected by the "attempts at translating  operational intuition into structural definition" (ibid. p.15).  Anna Sfard sees the most achieved state of development of the conception of function in "the now widely accepted, purely structural Bourbaki's definition. This simple description presented function as a set of ordered pairs and made no reference whatsoever to any kind of computational  process." (ibid. p.15)

The initial ambition of the founders of the Bourbaki group [1], was to write a treatise for the teaching of calculus (incidentally claimed to be accessible to a not so smart student obliged to work alone [2]). There is no question about the structural character of the Bourbaki’s conception of function; however its characterization by Anna Sfard (ibid. p.5 Fig.1) as "Set of pairs (Bourbaki 1934)" is a bit short. Indeed, ordered pair should have been written here instead of pair, but there is more to say. The definition of function appears in the Set theory book (ST) where it emerges, so to say, from the definition of functional relation which is a restriction of the definition of relation

"Let R be a relation in C  [equalitarian theory]. The relation "(x)R and there exists at most one x such that R" is denoted by "there exists exactly one x such that R". If this relation is a theorem in C, R is said to be a functional relation in x in the theory C." (ST p.48)

Then function is further defined as a set of ordered pairs under a specific condition: 

"A graph F is said to be a functional graph if for each x there is at most one object which corresponds to x under F (Chapter l, § 5, no. 3). A correspondence f= (F, A, B) is said to be a function if its graph F is a fonctional graph and if its source A is equal to its domain pr1F. In other words, a correspondence f = (F, A, B) is a function if for every x belonging to the source A of f the relation (x, y)F is functional in y (Chapter l, § 5, no. 3); the unique object which corresponds to x under f is called the value of f at the element x of A, and is denoted by f(x) (or fx, or F(x), or Fx)." (ST p.81)

By the way, the contemporary teacher may interpret the graph as a curve, and the condition as the perpendicular line criterion which is often associated to the characterization of function in Anglo-Saxon curricula. In an informal way, Bourbaki accepts here to aggregate functional relation and functional graph in one single concept: "Throughout this series we shall often use the word "function" in place of "functional graph"." (ST p.82).

Eventually, Bourbaki comes back to all definitions in the “Summary of results” of the Set theory book, with the idea of fixing terms which will be used in the remainder of the series of the treatise. He adds the following caveat as a footnote:  "The reader will not fail to observe that the "naïve" point of view taken here is in direct opposition to the "formalist" point of view taken in Chapters 1 to IV. Of course, this contrast is deliberate, and corresponds to the different purposes of this Summary and the rest of the volume." (ST p.347). The following definition of function is proposed in this context:

"Let E and F be two sets, which may or may not be distinct. A relation between a variable element x of E and a variable element y of F is called a functional relation in y if, for all xE, there exists a unique yF, which is in the given relation with x. We give the name of function to the operation which in this way associates with every element xE the element yF which is in the given relation with x; y is said to be the value of the function at the element x, and the function is said to be determined by the given functional relation." (ST p.351) 

This definition bridges the naïve (in the Bourbaki sense) understanding of function with its formal characterization. However, the word "variable", which didn't appear before in the book, is here an adjective which meaning is fixed in the first section of the Summary of results:  "variable element" means "arbitrary element" (ST p.347). By denoting "the operation", the word "function" keeps some contact with what Anna Sfard (1991 p.15) refers to as "its intuitive origin". It is close to the prototypical example of operational conception she gives in the [Fig.1] of her article, quoting Richard Skemp: "well defined method of getting from one system to another" (or computational process).

The Bourbaki construction provides an example of an explicit link between the Anna Sfard structural and operational conceptions of function. From a different perspective, it illustrates well the claim that “the terms "operational" and "structural" refer to inseparable, though dramatically different, facets of the same thing." (Sfard 1991 p.9). In this quick record of the Bourbaki enterprise to define "function", we see the coherent and explicit integration of different connotation: functional relation, functional graph, operation. In naïve words, they are facets of an object which are unified by the formal construction.  This notion of object can be easily related to that of high-level interiorization proposed by Anna Sfard.