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<article xmlns:xlink="http://www.w3.org/1999/xlink">
  <front>
    <journal-meta>
      <journal-title-group>
        <journal-title>How Language Acquisition
Builds on Cognitive Development. TRENDS in
Cognitive Sciences</journal-title>
      </journal-title-group>
    </journal-meta>
    <article-meta>
      <title-group>
        <article-title>What NN compounding in child language tells us about categorization</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Maria Rosenberg</string-name>
          <email>maria.rosenberg@umu.se</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Ingmarie Mellenius</string-name>
          <email>ingmarie.mellenius@umu.se</email>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Dept. of Language Studies, Umeå university</institution>
          ,
          <addr-line>SE-901 87 Umeå</addr-line>
          ,
          <country country="SE">SWEDEN</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Dept. of Language Studies, Umeå university</institution>
          ,
          <addr-line>SE-901 87 Umeå</addr-line>
          ,
          <country country="SE">SWEDEN</country>
        </aff>
      </contrib-group>
      <pub-date>
        <year>2004</year>
      </pub-date>
      <volume>8</volume>
      <issue>10</issue>
      <fpage>472</fpage>
      <lpage>478</lpage>
      <abstract>
        <p>Copyright © by the paper's authors. Copying permitted for private and academic purposes. In Vito Pirrelli, Claudia Marzi, Marcello Ferro (eds.): Word Structure and Word Usage. Proceedings of the NetWordS Final Conference, Pisa, March 30-April 1, 2015, published at http://ceur-ws.org</p>
      </abstract>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>Introduction</title>
      <p>The present study examines novel NN
compounds, produced on line, in Swedish child
language, with focus on categorization. Given that
NN compounds denote objects, we concentrate
on the categories those objects belong to. In that
way, our study aims to provide evidence of
object categorization in preschool children. Two
questions are put forward:</p>
      <p>(i) Does perception play a crucial role for the
children’s coinages?</p>
      <p>(ii) In what way do structural and processing
views on categorization apply to the data?</p>
      <p>Swedish children produce compounds already
at age two, reflecting the fact that compounding
is a productive word formation device. In short,
Swedish compounds are right-headed, written as
one word, pronounced with a
two-peakintonation, and can exhibit liaison forms.</p>
    </sec>
    <sec id="sec-2">
      <title>Theoretical background</title>
      <p>
        Clark (2004) argues that language acquisition
builds upon already established conceptual
information, which enables the child to categorize
objects, relations and events. Children rely
mainly on shape as they embark on the mapping of
words for objects onto their conceptual
categories of objects, but also pay attention to texture,
size, sound, motion and function. Even into
adulthood, children continue the mapping of
unknown linguistic items onto conceptual
representations. Young children occasionally form
emergent categories, based on non-conventional
distinctions (e.g. ball for round things). Clark
(2004) notes that the pairing of word to object
enables the child to perceive similarities between
cognitive categories, and allows for alternate
perspectives on objects
        <xref ref-type="bibr" rid="ref8">(cf. Waxman and
Markow, 1995)</xref>
        . “Do their [children’s] categories
reflect only what their language offers, or do
they – must they– make use of other
representations too?” (Clark, 2004:472).
      </p>
      <p>Berman (2009) emphasizes that there is a
substantial difference in adults’ vs. children’s
lexicons of established compounds, and that children
have to grasp inter alia the idea of
subcategorization. Clark and Berman claim that “knowledge of
the pertinent lexical items, and not the
constructions they appear in, is more important for
[children’s] compounding” (1987:560).</p>
      <p>
        In conceptual development, category
structures change with age
        <xref ref-type="bibr" rid="ref4">(Keil and Kelly, 1987)</xref>
        .
Object categorization allows generalization over
properties of objects and of novel category
members (Mandler, 2000).
      </p>
      <p>
        Bornstein and Arterberry (2010) mention two
complementing views of categorization:
processing and structural. On the processing view,
categories are flexible and category membership
of objects can vary in different situations (cf. e.g.
Jones and Smith, 1993). On the structure view,
categories are hierarchically organized
taxonomies (cf. e.g. Murphy, 2002). Instead of Rosch’s
(1978) superordinate-basic-subordinate, levels of
category inclusiveness can be ordered in a
neutral way, such as L1 (animal), L2 (cat, dogs), L3
(collies, shepherds), L4 (scotch collies, border
collies)
        <xref ref-type="bibr" rid="ref3">(Bornstein and Arterberry, 2010:3)</xref>
        .
      </p>
      <p>Whether categorization proceeds from
concrete to abstract or the other way around is still
under debate. Differentiation theory (e.g. Gibson,
1969) stipulates that the ability to make finer
differentiations emerges after broad conceptions
are acquired. Likewise, Bornstein and Arterberry
(2010) indicate that more inclusive levels of
categorization appear before less inclusive ones,
and that high perceptual contrasts have
precedence over low. Fisher (2011) suggests that at
age 3-5, perceptual information is anchored more
strongly than conceptual information; cognitive
flexibility develops with age.</p>
      <p>Yet, according to Smith (1984), preschool
children show the ability of both concrete
categorization, due to perceptual characteristics, and
abstract categorization, leaning on conceptual
relationships. Nguyen and Murphy (2003) posit
three categorization forms: taxonomic (see
above), script and thematic. Script-based
categories include objects (e.g. egg, cereal) with the
same functional role in a routine event (e.g.
eating breakfast). Thematic categories involve
objects that usually appear together (e.g.
bowlcereal). Nguyen and Murphy (2003) show that
children, aged 3 to7, use taxonomic and script
categorization in a flexible way.
3</p>
    </sec>
    <sec id="sec-3">
      <title>Data and method</title>
      <p>The data consists of 383 spontaneously produced
NN compounds from three monolingual Swedish
children, aged 1 to 6, collected longitudinally
and including contextual information. The
children often give an explanation of the intended
meaning, e.g. hundstall ‘dog-stable’, ‘where
dogs live, outside’. Hence, they seem to
understand the semantics of their novel compound. We
use a strict selection criterion: only
nonestablished compounds in contemporary Swedish
are considered.</p>
      <p>
        As a first step to analyze our data, we sort the
compounds in two ways: (i) based on N1; (ii)
based on N2. This is a way of locating items
belonging to a same morphological family
        <xref ref-type="bibr" rid="ref6">(cf.
Schreuder and Baayen, 1997)</xref>
        . As a second step,
the data is analyzed according to: (iii) level of
inclusiveness; (iv) script; (v) thematicity; (vi)
perception (real-world referent or not, high
contrasts vs. low). As a third step, other
characteristics appearing from the children’s compounds are
analyzed.
4
      </p>
    </sec>
    <sec id="sec-4">
      <title>Analysis</title>
      <p>In the analysis we provide evidence of
categorization concerning larger groups of compounds.
Below follows some preliminary findings. Note
that the compounds can be analyzed according to
different parameters and, thus, some of them go
into several labels, depending on the parameter
taken under account.
4.1</p>
      <sec id="sec-4-1">
        <title>N1 and N2 sorting</title>
        <p>The sorting of N1 and N2 shows that several
nouns reoccur in the children’s compounds. 126
N1 of the 383 compounds were either identical
or belonging to the same morphological family,
such as morotsvatten ‘carrot-s-water and
moröttermacka ‘carrots-sandwich’. With respect to N2,
this number was as high as 143.</p>
        <p>The largest morphological family found in our
data contains vatten ‘water’. 12 compounds are
attested (7 compounds from one child, whereof 4
have vatten as N1, and 3 as N2). The two other
children used vatten in 4 and 1 instances
respectively, such as vattenkaffe ‘water-coffee’ or the
aforementioned morotsvatten ‘carrot-s-water’.
Other nouns that reoccurred nearly ten times
among the innovations of all three children were
bil ‘car’ kläder ‘clothes’, mamma ‘mommy’ and
väg ‘road’ (cf. 4.6).</p>
        <p>It is worth noting that although the same
nouns were used in several compounds, they did
not always uphold the same relation to the other
constituent: pizzabil ‘pizza-car’ was used for a
car with a pizza print on it (viz. perceptually),
whereas dimbil ‘fog-car’ referred to an
imaginative car spraying fog (viz. abstractly).</p>
        <p>Overall, the overlap between the same nouns
being used in several compounds and as first or
second constituent, can be taken as support for
Clark’s and Berman’s (1987) claim (cf. 2) that
children use lexical items that they are familiar
with in their compounding.
4.2</p>
      </sec>
      <sec id="sec-4-2">
        <title>Level of inclusiveness</title>
        <p>As for the level of inclusiveness, the compounds
in our data are situated on L1 (björkgrej
‘birchthing’), L2 (brödrosta ‘toaster’), L3 (äppelsvans
‘apple-tail’) or L4 (hjärtklackskorna
‘heart-heelshoes), with L3 as the predominant level. If we
look only at N1 or N2 in isolation, they can also
correspond to items located at L1 (djur ‘animal’,
L2 (björn ‘bear’), or L3 (äppeljuice ‘apple-juice’)
in three-psart compounds.</p>
        <p>Moreover, there are some compounds in our
data containing a taxonomic relation between the
constituents: two examples are ugglafågel
‘owlbird’ and skinndjur ‘skin-animals’.
4.3</p>
      </sec>
      <sec id="sec-4-3">
        <title>Script-based categories</title>
        <p>Entire sets of the compounds can be analyzed as
having the same role with respect to a script, in
which the compounds fulfill the same part. All
three children categorize clothes according to
season or weather, as indicated by N1:
sommarvantar ‘summer-gloves’, snöstrumpor
‘snowstockings’ or vinterficka ‘winter-pocket’.</p>
        <p>There are also compounds in our data where
N1 and N2 participate in the same scripts that
concern different types of edibles: grötmjölk
‘porridge-milk’ (eating breakfast”) or
pizzahamburgare ‘pizza-hamburger’ (eating dinner”) or
saftglass ‘syrup-ice cream’ (eating dessert).
4.4</p>
      </sec>
      <sec id="sec-4-4">
        <title>Thematic categories</title>
        <p>Thematic categories, items with close semantic
association based on, e.g., contiguity, are
numerous within the compounds. An example is
häxafiskspö ‘witch-fish-wand’, where the child
aims at a wand used by a witch, but confuses
trollspö ‘magic-wand’ with fiskespö
‘fishingpole’, and than adds the user of the item in
question (actually a case of “overcategorization”, cf.
4.6).</p>
        <p>Several themes are found. One is “sweets”,
giving rise to numerous compounds,
semantically associated or not, such as silvergodis
‘silvercandy’ and godisstrumpor ‘candy-stockings’.</p>
        <p>Most of the thematic categorization found in
the children’s innovation is abstract and
grounded in conceptual information. Furthermore, the
thematic relations are mostly of an inherent
nature, such as manifested by djungelträd
‘jungletree’, rather than temporal, such as fotbollsplanet
‘football-planet’.
4.5</p>
      </sec>
      <sec id="sec-4-5">
        <title>Perception</title>
        <p>Compounds categorized according to Shape are
attested, such as R-paprika ‘a piece of paprika
that looks like a R’, or mössaboll ‘hat crumpled
into the shape of a ball’. Shape may concern
either the head or the non-head of the compound.
Texture is involved in many of the children’s
compounds, such as: pälsmatta ‘fur-carpet’.
Prints are also a frequent way to distinguish
among clothes they want to wear, or vehicles that
they see, such as the above-mentioned
“pizzacar”.</p>
        <p>Yet, note that many of the children’s coinages,
which involve perception, can do so in an
imaginary way, or in other words, as mental imagery.
A compound, such as champagnetröja
‘champagne-sweater’, was uttered to denote a
nonexistent sweater that the child just dreamt up
when playing.
4.6</p>
      </sec>
      <sec id="sec-4-6">
        <title>Overcategorization</title>
        <p>We will use the term “overcategorization” to
label some striking features among the children’s
compounds. Underextension, often involving
redundancy, is one way to arrive at
overcategorization, as we see it. For instance, kogräs
‘cowgrass’ denotes ‘ordinary grass, that cows eat’
according to one child. Additionally, an ordinary
car is referred to as motorbil ‘motor-car’, or
handfinger ‘hand-finger’ is used instead of just
finger for the body part. In these three examples,
N2 alone would have been the target like word to
use, but the children limit its use further.</p>
        <p>A quite odd categorization made by all three
children, independently, is to add the goal of a
direction to the direction: kalasväg ‘party-road’
or mormorväg ‘granny-road’. Recall that väg
‘road’ was one of the nouns that reoccurred
frequently among the novel compounds (cf. 4.1).
Hence, the three children seem to find it
important to name particular roads.</p>
        <p>Furthermore, nearly 20 of the children’s
compounds contain one of the words mamma
‘mommy’, pappa ‘daddy’ or bebis ‘baby’ as N1
or N2, such as mammfluga ‘mommy-fly’,
fågelpappa ‘bird-daddy’ or bebismyra
‘babyant’. All three children coined such compounds,
which we interpret as a kind of emergent
categorization, as well as of overcategorization. There
were two types of relations involved in these
compounds: animals or insects subcategorized
according to human kinship terms as in the
preceding examples; mommy or daddy
subcategorized according to some habit, such as
cigarettpappa ‘cigarette-daddy’.
4.7</p>
      </sec>
      <sec id="sec-4-7">
        <title>Ad hoc categorization</title>
        <p>Barsalou (1983) uses the label ad hoc categories
for categories constructed on the spot to achieve
certain goals, such as “things to sell at a garage
sale”. These categories are much less established
in memory than common categories. We
interpret ad hoc categories to encompass compounds
such as Downing’s (1977) “apple-juice seat”,
and also the examples from Clark, Gelman and
Lane (1985) claimed to involve a temporal
relation, in contrast to compounds with inherent
relations. According to Clark, Gelman and Lane
(1985), children would more often use novel
compounds to express inherent relations among
objects. The opposite stand is taken by Mellenius
(1997), supported by Berman (2009), who claims
children’s novel compounds are “highly
‘context-dependent’ and hence more likely to express
temporary rather than intrinsic relations”
(2009:311).</p>
        <p>Some innovations in our data can be analyzed
as ad hoc instances that the children coin
spontaneously without a real naming demand. They are
typically difficult to understand, or does not
make sense, outside the context of the utterance.
An example is one child in the data that invents a
triplet of compounds with glass ‘ice cream’ with
the goal “things that could possibly constitute ice
cream”: träglass ‘wood-ice cream’, sockerglass
‘sugar-ice cream’ and glassögon ‘ice
creameyes’; the latter denotes, according to the child,
‘eye-glasses but made of ice cream (glass)
instead of glass (glas)’. Another example is
kungtröja ‘king-sweater’, coined on the spot
when playing: ‘if you wear that sweater you will
be the king’.</p>
        <p>However, our data points in the direction that
the children’s innovations more often express
inherent relations than temporal relations, but
this issue certainly merits further investigation.
5</p>
      </sec>
    </sec>
    <sec id="sec-5">
      <title>Conclusion</title>
      <p>The study provides evidence of on-line
categorization based on spontaneous production of novel
NN compounds from three Swedish children.
Compared to experimental situations, limited by
the material used and the children’s will and
energy to participate, our collection of data is
unique. It shows that high contrast perceptual
features give rise to much subcategorization,
however not at the expense of conceptual
subcategorization, equally important in our data.</p>
      <p>Since we lack clear longitudinal facts of how
object categorization emerges within the
children, the structure view is hard to apply. We can
state that L3 and L4 categories appear around age
2, but lack numbers about their overall frequency
in relation to more inclusive categories. Given
that the children show cognitive flexibility in
their categorization of an object in a particular
way by producing an NN compound, the
processing view conforms better to our data. To
conclude, the children often categorize objects in
a much more detailed way than adults do.
Pamela Downing. 1977. On the Creation and Use of
English Compound Nouns. Language
53(4):810842.</p>
      <p>Anna V. Fisher. 2011. Processing of Perceptual
Information Is More Robust than Processing of
Conceptual Information in Preschool-Age Children:
Evidence from Costs of Switching. Cognition,
119(2):253-264.</p>
      <p>Eleanor J. Gibson. 1969. Principles of Perceptual
Learning and Development. New York:
AppletonCentury-Crofts.</p>
      <p>Stevan R. Harnad (ed). 1987. Categorical Perception:
The Groundwork of Cognition. Cambridge:
Cambridge University Press.</p>
      <p>Susan S. Jones and Linda B. Smith. 1993. Place and
Perception in Children’s Concepts. Cognitive
Development, 8:113-139.</p>
      <p>Frank C. Keil and Michael H. Kelly. 1987.
Developmental changes in category structures. In S. Harnad
(ed.), Categorical Perception: The Groundwork of
Cognition. Cambridge: Cambridge University
Press.</p>
      <p>Jean M. Mandler. 2000. Perceptual and Conceptual
Processes in Infancy. Journal of Cognition and
Development, 1(1):3-36.</p>
      <p>Ingmarie Mellenius. 1997. The Acquisition of
Nominal Compounding in Swedish. [Travaux de
l’Institut de Linguistique de Lund 31]. Lund: Lund
University Press.</p>
      <p>Gregory L. Murphy. 2002. The Big Book of Concepts.</p>
      <p>Cambridge, MA: MIT Press.</p>
      <p>Simone P. Nguyen and Gregory L. Murphy. 2003. An
Apple is More Than Just a Fruit:
CrossClassification in Children’s Concepts. Child
Development, 24(6):1783-1806.</p>
    </sec>
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